From 30f54ca8a746c5ca05fd715c20dba6a7f32c0c31 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Mon, 13 May 2024 13:38:42 -0500 Subject: [PATCH 01/59] initial version of dynamic file list classes --- docs/reference.rst | 1 + docs/userguide/data.rst | 262 ++++++++++-- parsl/data_provider/dynamic_files.py | 474 +++++++++++++++++++++ parsl/tests/test_data/test_dynamic_file.py | 340 +++++++++++++++ 4 files changed, 1031 insertions(+), 46 deletions(-) create mode 100644 parsl/data_provider/dynamic_files.py create mode 100644 parsl/tests/test_data/test_dynamic_file.py diff --git a/docs/reference.rst b/docs/reference.rst index ec6f7f9bfa..96eb1c24ed 100644 --- a/docs/reference.rst +++ b/docs/reference.rst @@ -54,6 +54,7 @@ Data management parsl.app.futures.DataFuture parsl.data_provider.data_manager.DataManager + parsl.data_provider.dynamic_files.DynamicFileList parsl.data_provider.staging.Staging parsl.data_provider.files.File parsl.data_provider.ftp.FTPSeparateTaskStaging diff --git a/docs/userguide/data.rst b/docs/userguide/data.rst index 9350a6d96f..c0a09f0a3b 100644 --- a/docs/userguide/data.rst +++ b/docs/userguide/data.rst @@ -3,7 +3,7 @@ Passing Python objects ====================== -Parsl apps can communicate via standard Python function parameter passing +Parsl apps can communicate via standard Python function parameter passing and return statements. The following example shows how a Python string can be passed to, and returned from, a Parsl app. @@ -12,21 +12,21 @@ can be passed to, and returned from, a Parsl app. @python_app def example(name): return 'hello {0}'.format(name) - + r = example('bob') print(r.result()) -Parsl uses the dill and pickle libraries to serialize Python objects +Parsl uses the dill and pickle libraries to serialize Python objects into a sequence of bytes that can be passed over a network from the submitting machine to executing workers. -Thus, Parsl apps can receive and return standard Python data types +Thus, Parsl apps can receive and return standard Python data types such as booleans, integers, tuples, lists, and dictionaries. However, not -all objects can be serialized with these methods (e.g., closures, generators, +all objects can be serialized with these methods (e.g., closures, generators, and system objects), and so those objects cannot be used with all executors. -Parsl will raise a `SerializationError` if it encounters an object that it cannot -serialize. This applies to objects passed as arguments to an app, as well as objects +Parsl will raise a `SerializationError` if it encounters an object that it cannot +serialize. This applies to objects passed as arguments to an app, as well as objects returned from an app. See :ref:`label_serialization_error`. @@ -34,9 +34,9 @@ Staging data files ================== Parsl apps can take and return data files. A file may be passed as an input -argument to an app, or returned from an app after execution. Parsl -provides support to automatically transfer (stage) files between -the main Parsl program, worker nodes, and external data storage systems. +argument to an app, or returned from an app after execution. Parsl +provides support to automatically transfer (stage) files between +the main Parsl program, worker nodes, and external data storage systems. Input files can be passed as regular arguments, or a list of them may be specified in the special ``inputs`` keyword argument to an app invocation. @@ -69,13 +69,13 @@ interface. Parsl files ----------- -Parsl uses a custom :py:class:`~parsl.data_provider.files.File` to provide a -location-independent way of referencing and accessing files. -Parsl files are defined by specifying the URL *scheme* and a path to the file. +Parsl uses a custom :py:class:`~parsl.data_provider.files.File` to provide a +location-independent way of referencing and accessing files. +Parsl files are defined by specifying the URL *scheme* and a path to the file. Thus a file may represent an absolute path on the submit-side file system or a URL to an external file. -The scheme defines the protocol via which the file may be accessed. +The scheme defines the protocol via which the file may be accessed. Parsl supports the following schemes: file, ftp, http, https, and globus. If no scheme is specified Parsl will default to the file scheme. @@ -89,8 +89,8 @@ README file. File('https://github.com/Parsl/parsl/blob/master/README.rst') -Parsl automatically translates the file's location relative to the -environment in which it is accessed (e.g., the Parsl program or an app). +Parsl automatically translates the file's location relative to the +environment in which it is accessed (e.g., the Parsl program or an app). The following example shows how a file can be accessed in the app irrespective of where that app executes. @@ -113,22 +113,192 @@ As described below, the method by which this files are transferred depends on the scheme and the staging providers specified in the Parsl configuration. +Dynamic File Lists +------------------ + +When Parsl constructs the DAG for a workflow, it needs to know the input and output files +for each app. This works well when the number of files is known in advance, and the lists of files +are fully constructed before the workflow is submitted. However, in some cases, the number of files +produced by an app is not know until the app executes. In these cases, Parsl provides a mechanism called +:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` to dynamically construct the list of files. +This class inherits from both the Python `Future `_ and `list `_ classes, but differs from traditional lists in the a few notable ways: + +1. It can only contain :py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` objects. +2. It is truly dynamic, meaning that you can access an item in the list which is beyond the current length of the list. The list will grow to accomodate the request and return a future that will be resolved when the item is available. (see `Dynamic Scaling`_ for more details) + + +Dynamic Scaling +^^^^^^^^^^^^^^^ + +The :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` is designed to be used in cases where the number of +files produced by an app is not known until the app executes. In these cases, the list can be accessed beyond its current +length, and the list will grow to accomodate the request. In addition to the traditional methods of expanding a list +(via ``append`` or ``extend``, the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` will grow when assigning +a member by index to a position beyond its current length or when accessing a member by index beyond the current length. +In each of these cases the list is expanded and filled with :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` +objects that are initialized with ``None``. When the file is available, the ``None`` is replaced with the actual file. This +behavior allows for the following code to work: + +.. code-block:: python + + from parsl.app.app import python_app + from parsl.data_provider.dynamic_files import DynamicFileList + from parsl.data_provider.files import File + + + dfl = DynamicFileList() # dfl = [] + # A B C + dfl[2] = File('file://path/to/file') # dfl = [File(), File(), File('file://path/to/file')] + + myfile = dfl[0] # myfile is a reference to the File() labeled A in dfl + + dfl[0] = File('file://path/to/file.2') # dfl = [File('file://path/to/file.2'), File(), + # File('file://path/to/file')] + # but myfile still points to the File() labeled A + + fh = open(myfile, 'r') # works + + dfl[3] = File('file://path/to/file.3') # dfl = [File('file://path/to/file.2'), File(), + # File('file://path/to/file'), File('file://path/to/file.3')] + + myfile2 = dfl[1] # myfile2 is a reference to the File() labeled B in dfl + + dfl[1] = File('file://path/to/file.4') # dfl = [File('file://path/to/file.2'), File('file://path/to/file.4'), + # File('file://path/to/file'), File('file://path/to/file.3')] + # myfile2 still points to the File() labeled B + + fh2 = open(myfile2, 'r') # works + + dfl[5] = File('file://path/to/file.5') # dfl = [File('file://path/to/file.2'), File('file://path/to/file.4'), + # File('file://path/to/file'), File('file://path/to/file.3'), + # None, File('file://path/to/file.5')] + + myfile3 = dfl[4] # myfile3 is a reference to the DynamicFile() labeled None in dfl + + dfl[4] = File('file://path/to/file.6') # dfl = [File('file://path/to/file.2'), File('file://path/to + +Specifically, the behavior will allow Parsl Apps to use as input files which do not exist at the time the App is created, but are produced by other Apps in the workflow, even when the number of output files is not know beforehand. For example: + +.. code-block:: python + + from parsl.app.app import python_app + from parsl.data_provider.dynamic_files import DynamicFileList + from parsl.data_provider.files import File + + @python_app + def produce(outputs=[]): + from random import random + from parsl.data_provider.files import File + + def analyze(i): + f = File(f'file://path/to/file{i}.log}') + with open(f.filepath, 'w') as out: + # do some kind of anaylsis + # write out log messages + return f + + count = int(random() * 10) + fl = File(f'file://path/to/master.log') + outputs.append(fl) + with open(fl.filepath, 'w') as log: + log.write(f'Producing {count} files\n') + for i in range(count): + log.write(f"Running analysis {i}\n") + outputs.append(analyze(i)) + + @python_app + def consume(inputs=[]): + for i in range(len(inputs)): + with open(inputs[i].filepath, 'r') as inp: + content = inp.read() + # do something with the log content + + dfl = DynamicFileList() # dfl = [] + + f = produce(dfl) # dfl starts out empty, but is populated by produce + + r = consume(inputs=[dfl[1:]]) # consume waits to run until files are available, + # then does its work on the selected log files + r.result() + +Without a :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList`, the above code would not work because when the DAG is constructed, the ``inputs`` to ``consume`` +is a slice of an empty list. However, the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` will populate the ``dfl`` list with two empty :ref:`DynamicFile ` +objects (indicies 0 and 1) and then fill them in with the actual files produced by ``produce`` when they are available. +The ``consume`` app will then wait until the files are available before running. + +Dynamic Files +^^^^^^^^^^^^^ + +Technically the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` holds instances of +:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile`, a `Future `_, which itself wraps the +:py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` objects. +However, this class is not intended to be used directly, and is only mentioned here for completeness. +This wrapping is done automatically when you add an item to the list by direct assignment, ``append``, or +``extend``. Any access to the members of the list is passed by the :py:class:`~parsl.data_provider +.dynamic_files.DynamicFileList.DynamicFile` instance directly to the underlying object, thus making it +an invisible layer to the user. + +The :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` can also be instantiated with `None`, +creating a placeholder for a :py:class:`~parsl.data_provider.files.File` or :py:class:`~parsl.app.futures.DataFuture`. +This was done to resolve any indexing issues arrising from the dynamic nature of the list. For example, without wrapping +items in a :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` the following code will not work: + +.. code-block:: python + + from parsl.data_provider.dynamic_files import DynamicFileList + from parsl.data_provider.files import File + + dfl = DynamicFileList() # dfl = [] + # A B C + dfl[2] = File('file://path/to/file') # dfl = [File(), File(), File('file://path/to/file')] + + myfile = dfl[0] # myfile is a reference to the File() labeled A in dfl + + dfl[0] = File('file://path/to/file.2') # dfl = [File('file://path/to/file.2'), File(), + # File('file://path/to/file')] + # but myfile still points to the File() labeled A + + fh = open(myfile, 'r') # fails because myfile points to an empty File + + +But by utilizing the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` to wrap items, the code +will now work: + +.. code-block:: python + + from parsl.data_provider.dynamic_files import DynamicFileList + from parsl.data_provider.files import File + + dfl = DynamicFileList() # dfl = [] + # A B C + dfl[2] = File('file://path/to/file') # dfl = [DynamicFile(), DynamicFile(), DynamicFile(File('file://path/to/file'))] + + myfile = dfl[0] # myfile is a reference to the DynamicFile() labeled A in dfl + + dfl[0] = File('file://path/to/file.2') # dfl = [DynamicFile(File('file://path/to/file.2')), + # File(), + # File('file://path/to/file')] + # myfile still points to the DynamicFile() labeled A, which now contains a file + + fh = open(myfile, 'r') # works + + Staging providers ----------------- -Parsl is able to transparently stage files between at-rest locations and +Parsl is able to transparently stage files between at-rest locations and execution locations by specifying a list of -:py:class:`~parsl.data_provider.staging.Staging` instances for an executor. +:py:class:`~parsl.data_provider.staging.Staging` instances for an executor. These staging instances define how to transfer files in and out of an execution location. This list should be supplied as the ``storage_access`` -parameter to an executor when it is constructed. +parameter to an executor when it is constructed. -Parsl includes several staging providers for moving files using the +Parsl includes several staging providers for moving files using the schemes defined above. By default, Parsl executors are created with -three common staging providers: +three common staging providers: the NoOpFileStaging provider for local and shared file systems and the HTTP(S) and FTP staging providers for transferring -files to and from remote storage locations. The following +files to and from remote storage locations. The following example shows how to explicitly set the default staging providers. .. code-block:: python @@ -146,12 +316,12 @@ example shows how to explicitly set the default staging providers. ) ] ) - - -Parsl further differentiates when staging occurs relative to -the app invocation that requires or produces files. + + +Parsl further differentiates when staging occurs relative to +the app invocation that requires or produces files. Staging either occurs with the executing task (*in-task staging*) -or as a separate task (*separate task staging*) before app execution. +or as a separate task (*separate task staging*) before app execution. In-task staging uses a wrapper that is executed around the Parsl task and thus occurs on the resource on which the task is executed. Separate @@ -167,9 +337,9 @@ NoOpFileStaging for Local/Shared File Systems The NoOpFileStaging provider assumes that files specified either with a path or with the ``file`` URL scheme are available both on the submit and execution side. This occurs, for example, when there is a -shared file system. In this case, files will not moved, and the +shared file system. In this case, files will not moved, and the File object simply presents the same file path to the Parsl program -and any executing tasks. +and any executing tasks. Files defined as follows will be handled by the NoOpFileStaging provider. @@ -207,14 +377,14 @@ will be executed as a separate Parsl task that will complete before the corresponding app executes. These providers cannot be used to stage out output files. -The following example defines a file accessible on a remote FTP server. +The following example defines a file accessible on a remote FTP server. .. code-block:: python File('ftp://www.iana.org/pub/mirror/rirstats/arin/ARIN-STATS-FORMAT-CHANGE.txt') When such a file object is passed as an input to an app, Parsl will download the file to whatever location is selected for the app to execute. -The following example illustrates how the remote file is implicitly downloaded from an FTP server and then converted. Note that the app does not need to know the location of the downloaded file on the remote computer, as Parsl abstracts this translation. +The following example illustrates how the remote file is implicitly downloaded from an FTP server and then converted. Note that the app does not need to know the location of the downloaded file on the remote computer, as Parsl abstracts this translation. .. code-block:: python @@ -234,8 +404,8 @@ The following example illustrates how the remote file is implicitly downloaded f # call the convert app with the Parsl file f = convert(inputs=[inp], outputs=[out]) f.result() - -HTTP and FTP separate task staging providers can be configured as follows. + +HTTP and FTP separate task staging providers can be configured as follows. .. code-block:: python @@ -243,7 +413,7 @@ HTTP and FTP separate task staging providers can be configured as follows. from parsl.executors import HighThroughputExecutor from parsl.data_provider.http import HTTPSeparateTaskStaging from parsl.data_provider.ftp import FTPSeparateTaskStaging - + config = Config( executors=[ HighThroughputExecutor( @@ -263,10 +433,10 @@ task staging providers described above, but will do so in a wrapper around individual app invocations, which guarantees that they will stage files to a file system visible to the app. -A downside of this staging approach is that the staging tasks are less visible +A downside of this staging approach is that the staging tasks are less visible to Parsl, as they are not performed as separate Parsl tasks. -In-task staging providers can be configured as follows. +In-task staging providers can be configured as follows. .. code-block:: python @@ -345,16 +515,16 @@ In some cases, for example when using a Globus `shared endpoint bool: + """Return whether the file_obj state is `done`. + + Returns: + - bool : True if the file_obj is `done`, False otherwise + """ + if self._is_df: + return self.file_obj.done() + return True # Files are always done + + @property + def tid(self): + """Returns the task_id of the task that will resolve this DataFuture.""" + if self._is_df: + return self.file_obj.tid + + @property + def filepath(self): + """Filepath of the File object this datafuture represents.""" + return self.file_obj.filepath + + @property + def filename(self): + """Filename of the File object this datafuture represents.""" + if self.file_obj is None: + return None + return self.file_obj.filepath + + def cancel(self): + """Not implemented""" + raise NotImplementedError("Cancel not implemented") + + def cancelled(self) -> bool: + """Return False""" + return False + + def running(self) -> bool: + """Return whether the parent future is running""" + if self.parent is not None: + return self.parent.running() + else: + return False + + def exception(self, timeout=None): + """Return None""" + return None + + def __repr__(self) -> str: + return self.file_obj.__repr__() + + def parent_callback(self, parent_fu): + """Callback from executor future to update the parent. + + Updates the future with the result (the File object) or the parent future's + exception. + + Args: + - parent_fu (Future): Future returned by the executor along with callback + + Returns: + - None + """ + def _stub(): + return + e = parent_fu.exception() + if e: + self.set_exception(e) + else: + for idx, f in enumerate(self): + if isinstance(f, File): ### TODO: and not self.dataflow.check_staging_inhibited() + f_copy = f.cleancopy() + logger.debug("Submitting stage out for output file {}".format(repr(f))) + stageout_fut = self.dataflow.data_manager.stage_out(f_copy, self.executor, parent_fu) + if stageout_fut: + logger.debug("Adding a dependency on stageout future for {}".format(repr(f))) + parent_fu._outputs.append(DataFuture(stageout_fut, f, tid=parent_fu.tid)) + else: + logger.debug("No stageout dependency for {}".format(repr(f))) + parent_fu._outputs.append(DataFuture(parent_fu, f, tid=parent_fu.tid)) + + # this is a hook for post-task stageout + # note that nothing depends on the output - which is maybe a bug + # in the not-very-tested stageout system? + func = self.dataflow.data_manager.replace_task_stage_out(f_copy, _stub, self.executor) + func() + elif isinstance(f, DataFuture): + logger.debug("Not performing output staging for: {}".format(repr(f))) + parent_fu._outputs.append(DataFuture(parent_fu, f, tid=parent_fu.tid)) + + self.set_result(self) + + ''''' + def file_callback(self, file_fu: Future): + """Callback from executor future to update the file. + + Updates the future with the result (the File object) or the parent future's + exception. + + Args: + - file_fu (Future): Future returned by the executor along with callback + + Returns: + - None + """ + + e = file_fu.exception() + if e: + self.files_done[file_fu.filename] = False + else: + self.files_done[file_fu.filename] = file_fu.done() + ''' + @typeguard.typechecked + def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = None, fut: Optional[Future] = None): + """Construct a DynamicFileList instance + + Args: + - files (List[File/DataFuture]) : List of files to initialize the DynamicFileList with + - fut (Future) : Future to set as the parent + """ + super().__init__() + self.files_done = {} #: dict mapping file names to their "done" status True/False + self._last_idx = -1 + self.executor = None + self.parent = fut + self.dataflow = None + self._sub_callbacks = [] + self._in_callback = False + if files is not None: + self.extend(files) + if fut is not None: + self.parent.add_done_callback(self.parent_callback) + + def add_done_func(self, name: str, func: Callable): + """ Add a function to the files_done dict, specifically for when an empty DynamicFile + is updated to contain a real File. + + Args: + - name (str) : Name of the file to add the function for + - func (Callable) : Function to add + """ + self.files_done[name] = func + + def wrap(self, file_obj: Union[File, DataFuture, None]): + """ Wrap a file object in a DynamicFile + + Args: + - file_obj (File/DataFuture) : File or DataFuture to wrap + """ + return self.DynamicFile(self, file_obj) + + def set_dataflow(self, dataflow, executor: str): + """ Set the dataflow and executor for this instance + + Args: + - dataflow (DataFlowKernel) : Dataflow kernel that this instance is associated with + - executor (str) : Executor that this instance is associated with + """ + self.executor = executor + self.dataflow = dataflow + + def set_parent(self, fut: Future): + """ Set the parent future for this instance + + Args: + - fut (Future) : Future to set as the parent + """ + if self.parent is not None: + raise ValueError("Parent future already set") + self.parent = fut + self.parent.add_done_callback(self.parent_callback) + + def cancel(self): + """ Not implemented """ + raise NotImplementedError("Cancel not implemented") + + def cancelled(self): + """ Not implemented """ + return False + + def running(self): + """ Returns True if the parent future is running """ + if self.parent is not None: + return self.parent.running() + else: + return False + + def result(self, timeout=None): + """ Return self, which is the results of the file list """ + return self + + def exception(self, timeout=None): + """ No-op""" + return None + + def done(self): + """ Return True if all files are done """ + for element in self.files_done.values(): + if not element(): + return False + return True + + @typeguard.typechecked + def append(self, __object: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): + """ Append a file to the list and update the files_done dict + + Args: + - __object (File/DataFuture) : File or DataFuture to append + """ + if not isinstance(__object, DynamicFileList.DynamicFile): + __object = self.wrap(__object) + if self._last_idx == len(self) - 1: + super().append(__object) + else: + # must assume the object is empty, but exists + super().__getitem__(self._last_idx + 1).set(__object) + self.files_done[__object.filename] = super().__getitem__(self._last_idx + 1).done + self._last_idx += 1 + self._call_callbacks() + + def extend(self, __iterable): + """ Extend the list with the contents of the iterable and update the files_done dict + + Args: + - __iterable (Iterable) : Iterable to extend the list with + """ + items = [] + for f in __iterable: + if not isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): + raise ValueError("DynamicFileList can only contain Files or DataFutures") + if not isinstance(f, DynamicFileList.DynamicFile): + f = self.wrap(f) + self.files_done[f.filename] = f.done + items.append(f) + if self._last_idx == len(self) - 1: + super().extend(items) + self._last_idx += len(items) + self._call_callbacks() + return + diff = len(self) - 1 - self._last_idx - len(items) + if diff < 0: + super().extend([self.wrap(None)] * abs(diff)) + for item in items: + self._last_idx += 1 + self[self._last_idx].set(item) + self.files_done[item.filename] = super().__getitem__(self._last_idx).done + self._call_callbacks() + + def insert(self, __index: int, __object: Union[File, DataFuture, DynamicFile]): + """ Insert a file into the list at the given index and update the files_done dict + + Args: + - __index (int) : Index to insert the file at + - __object (File/DataFuture) : File or DataFuture to insert + """ + if __index > self._last_idx: + raise ValueError("Cannot insert at index greater than the last index") + if not isinstance(__object, self.DynamicFile): + __object = self.wrap(__object) + self.files_done[__object.filename] = __object.done + super().insert(__index, __object) + self._last_idx += 1 + self._call_callbacks() + + def remove(self, __value): + """ Remove a file from the list and update the files_done dict + + Args: + - __value (File/DataFuture) : File or DataFuture to remove + """ + del self.files_done[__value.filename] + super().remove(__value) + self._last_idx -= 1 + self._call_callbacks() + + def pop(self, __index: int = -1) -> Union[File, DataFuture]: + """ Pop a file from the list and update the files_done dict + + Args: + - __index (int) : Index to pop the file at + + Returns: + - File/DataFuture : File or DataFuture that was popped + """ + if __index == -1: + value = super().pop(self._last_idx) + elif __index <= self._last_idx: + value = super().pop(__index) + else: + raise IndexError("Index out of range") + del self.files_done[value.filename] + self._last_idx -= 1 + self._call_callbacks() + return value.file_obj + + def clear(self): + """ Clear the list and the files_done dict """ + self.files_done.clear() + self._last_idx = -1 + super().clear() + # detach all the callbacks so that sublists can still be used + self._sub_callbacks.clear() + + def _call_callbacks(self): + """ Call the callbacks for the sublists """ + if self._in_callback: + return + self._in_callback = True + for cb in self._sub_callbacks: + cb() + self._in_callback = False + + def _expand(self, idx): + for _ in range(idx - len(self) + 1): + super().append(self.wrap(None)) + + @typeguard.typechecked + def __setitem__(self, key: int, value: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): + if self[key].filename in self.files_done: + del self.files_done[self[key].filename] + if super().__getitem__(key).empty: + super().__getitem__(key).set(value) + self.files_done[super().__getitem__(key).filename] = super().__getitem__(key).done + self._last_idx = max(self._last_idx, key) + else: + if not isinstance(value, self.DynamicFile): + value = self.wrap(value) + super().__setitem__(key, value) + self.files_done[value.filename] = value.done + self._call_callbacks() + + def __getitem__(self, key): + # make sure the list will be long enough when it is filled, so we can return a future + if isinstance(key, slice): + if key.start is None: + pass + elif key.start >= len(self): + for i in range(len(self), key.start + 1): + self.append(self.wrap(None)) + if key.stop is not None and key.stop > len(self): + for i in range(len(self), key.stop): + self.append(self.wrap(None)) + ret = DynamicFileSubList(key, super().__getitem__(key), self) + self._sub_callbacks.append(ret.callback) + return ret + else: + if key >= len(self): + self._expand(key) + return super().__getitem__(key) + + def get_update(self, key: slice): + """Get an updated slice for the sublist. + + Args: + - key (slice) : Slice to update + + Returns: + - List[DynamicFile] : Updated slice + """ + return super().__getitem__(key) + + def __delitem__(self, key): + del self.files_done[self[key].filename] + super().__delitem__(key) + self._call_callbacks() + + def __repr__(self): + type_ = type(self) + module = type_.__module__ + qualname = type_.__qualname__ + if self.done(): + done = "done" + else: + done = "not done" + return f"<{module}.{qualname} object at {hex(id(self))} containing {len(self)} objects {done}>" + + +class DynamicFileSubList(DynamicFileList): + @typeguard.typechecked + def __init__(self, key: slice, files: Optional[List[DynamicFileList.DynamicFile]], parent: DynamicFileList): + super().__init__(files=files) + self.parent = parent + self.slice = key + self.fixed_size = key.stop is not None and key.start is not None + + def callback(self): + """Callback for updating the sublist when the parent list is updated.""" + self.clear() + self.extend(self.parent.get_update(self.slice)) diff --git a/parsl/tests/test_data/test_dynamic_file.py b/parsl/tests/test_data/test_dynamic_file.py new file mode 100644 index 0000000000..966486e964 --- /dev/null +++ b/parsl/tests/test_data/test_dynamic_file.py @@ -0,0 +1,340 @@ +from concurrent.futures import Future +import pytest + +from parsl.data_provider.dynamic_files import DynamicFileList as DFL +from parsl.data_provider.files import File +from parsl.app.futures import DataFuture + + +def test_dynamic_file_empty(): + fut = DFL(fut=Future()) + df = DFL.DynamicFile(fut, None) + assert df.file_obj is None + assert df.empty is True + + +def test_dynamic_file_File(): + fut = DFL(fut=Future()) + fl = File('test.txt') + df = DFL.DynamicFile(fut, fl) + assert df.file_obj == fl + assert df.empty is False + assert df.done() is True + assert df.filename.endswith('test.txt') + + +def test_dynamic_file_DataFuture(): + fut = Future() + fl = DataFuture(fut, File('test2.txt')) + df = DFL.DynamicFile(DFL(fut=fut), fl) + assert df.file_obj == fl + assert df.empty is False + assert df.done() is False + assert df.tid is None + assert df.filepath.endswith('test2.txt') + + +def test_dynamic_file_set(): + fut = DFL(fut=Future()) + df = DFL.DynamicFile(fut, None) + assert df.file_obj is None + assert df.empty is True + fl = File('test.txt') + df.set(fl) + assert df.file_obj == fl + assert df.empty is False + + +def test_dynamic_file_not_implemented(): + fut = DFL(fut=Future()) + fl = DataFuture(fut, File('test2.txt')) + df = DFL.DynamicFile(fut, fl) + with pytest.raises(NotImplementedError): + df.cancel() + assert df.cancelled() is False + assert df.exception() is None + + +def test_dynamic_file_passthrough(): + f = Future() + fut = DFL(fut=f) + dfl = DataFuture(fut, File('test3.txt')) + df = DFL.DynamicFile(fut, dfl) + f.set_running_or_notify_cancel() + assert df.running() is True + + +def test_dynamic_file_callback(): + fut = DFL(fut=Future()) + dfl = DataFuture(fut, File('test3.txt')) + df = DFL.DynamicFile(fut, dfl) + with pytest.raises(Exception): + df.result(1) + fut.set_running_or_notify_cancel() + fut.set_result(5) + assert df.done() is True + assert isinstance(df.result(), Future) + + +def test_dynamic_file_list(): + fut = Future() + dfl = DFL(fut=fut) + assert len(dfl) == 0 + + +def test_dynamic_file_list_append(): + fut = Future() + dfl = DFL(fut=fut) + assert len(dfl) == 0 + + dfl.append(File('test.txt')) + dfl.append(File('test2.txt')) + assert len(dfl) == 2 + + +def test_dynamic_file_list_extend(): + fut = Future() + dfl = DFL(fut=fut) + assert len(dfl) == 0 + + dfl.extend([File('test.txt'), File('test2.txt')]) + assert len(dfl) == 2 + + +def test_dynamic_file_list_dynamics(): + fut = Future() + dfl = DFL(fut=fut) + assert len(dfl) == 0 + + dfl[5] = File('test4.txt') + assert len(dfl) == 6 + + tempid = id(dfl[3]) + dfl[3] = File('test3.txt') + assert len(dfl) == 6 + assert id(dfl[3]) == tempid + + dfl[3] = dfl[5] + assert len(dfl) == 6 + assert id(dfl[3]) != tempid + tempid = id(dfl[5]) + dfl[5] = File('another.test.dat') + assert len(dfl) == 6 + assert tempid != id(dfl[5]) + + +def test_dynamic_file_list_no_op(): + fut = Future() + dfl = DFL(fut=fut) + with pytest.raises(Exception): + dfl.cancel() + assert dfl.cancelled() is False + + +def test_dynamic_file_list_dynamic_append(): + fut = Future() + dfl = DFL(fut=fut) + fl = dfl[5] + assert len(dfl) == 6 + f0 = File('tester5.dat') + dfl[0] = f0 + assert dfl[1].empty + tempid = id(dfl[1]) + f1 = File('tester2.dat') + dfl.append(f1) + assert len(dfl) == 6 + assert dfl[0].filename == f0.filename + assert dfl[1].filename == f1.filename + assert tempid == id(dfl[1]) + assert dfl[2].empty + + +def test_dynamic_file_list_dynamic_extend(): + fut = Future() + dfl = DFL(fut=fut) + fl = dfl[5] + assert len(dfl) == 6 + f0 = File('tester5.dat') + dfl[0] = f0 + assert dfl[1].empty + tempids = [id(dfl[0]), id(dfl[1]), id(dfl[2]), id(dfl[3])] + f1 = File('tester2.dat') + f2 = File('tester3.dat') + dfl.extend([f1, f2]) + assert len(dfl) == 6 + assert dfl[0].filename == f0.filename + assert tempids[0] == id(dfl[0]) + assert dfl[1].filename == f1.filename + assert tempids[1] == id(dfl[1]) + assert dfl[2].filename == f2.filename + assert tempids[2] == id(dfl[2]) + assert dfl[3].empty + assert tempids[3] == id(dfl[3]) + f3 = File('tester4.dat') + f4 = File('tester5.dat') + f5 = File('tester6.dat') + f6 = File('tester7.dat') + dfl.extend([f3, f4, f5, f6]) + assert len(dfl) == 7 + + +def test_dynamic_file_list_insert_and_remove(): + fut = Future() + f = [File(f'tester{i}.dat') for i in range(10)] + dfl = DFL(f, fut=fut) + assert len(dfl) == 10 + dfl.insert(4, File('tester99.dat')) + assert len(dfl) == 11 + assert dfl[4].filename == 'tester99.dat' + assert dfl[5].filename == 'tester4.dat' + + dfl.remove(dfl[5]) + assert len(dfl) == 10 + assert dfl[4].filename == 'tester99.dat' + assert dfl[5].filename == 'tester5.dat' + + dfl.append(File('tester100.dat')) + assert len(dfl) == 11 + + +def test_dynamic_file_list_clear(): + fut = Future() + f = [File(f'tester{i}.dat') for i in range(10)] + dfl = DFL(f, fut=fut) + assert len(dfl) == 10 + dfl.clear() + assert len(dfl) == 0 + + +def test_dynamic_file_list_pop(): + fut = Future() + f = [File(f'tester{i}.dat') for i in range(10)] + dfl = DFL(f, fut=fut) + assert len(dfl) == 10 + assert dfl.pop().filename == 'tester9.dat' + assert len(dfl) == 9 + assert dfl.pop(3).filename == 'tester3.dat' + assert len(dfl) == 8 + _ = dfl[15] + dfl.append(File('tester10.dat')) + assert dfl[0].filename == 'tester0.dat' + assert dfl[7].filename == 'tester8.dat' + assert dfl[8].filename == 'tester10.dat' + assert dfl[9].empty + assert dfl._last_idx == 8 + assert len(dfl) == 16 + assert dfl.pop().filename == 'tester10.dat' + + +def test_dynamic_file_sub_list_fixed_size(): + fut = Future() + f = [File(f'tester{i}.dat') for i in range(10)] + dfl = DFL(f, fut=fut) + assert len(dfl) == 10 + dfsl = dfl[2:5] + assert len(dfsl) == 3 + assert dfsl[0].filename == 'tester2.dat' + assert dfsl[2].filename == 'tester4.dat' + dfl.insert(3, File('testBig.dat')) + assert len(dfl) == 11 + assert len(dfsl) == 3 + assert dfsl[0].filename == 'tester2.dat' + assert dfsl[1].filename == 'testBig.dat' + assert dfsl[2].filename == 'tester3.dat' + + dfl.insert(0, File('testSmall.dat')) + assert len(dfl) == 12 + assert len(dfsl) == 3 + assert dfsl[0].filename == 'tester1.dat' + assert dfsl[1].filename == 'tester2.dat' + assert dfsl[2].filename == 'testBig.dat' + + dfl.append(File('testBig3.dat')) + assert len(dfl) == 13 + assert len(dfsl) == 3 + assert dfsl[0].filename == 'tester1.dat' + assert dfsl[1].filename == 'tester2.dat' + assert dfsl[2].filename == 'testBig.dat' + + +def test_dynamic_file_sub_list_dynamic_size_upper(): + fut = Future() + f = [File(f'tester{i}.dat') for i in range(10)] + dfl = DFL(f, fut=fut) + assert len(dfl) == 10 + dfsl = dfl[2:] + assert len(dfsl) == 8 + dfl.insert(3, File('testBig.dat')) + assert len(dfl) == 11 + assert len(dfsl) == 9 + assert dfsl[0].filename == 'tester2.dat' + assert dfsl[1].filename == 'testBig.dat' + assert dfsl[2].filename == 'tester3.dat' + + dfl.insert(0, File('testSmall.dat')) + assert len(dfl) == 12 + assert len(dfsl) == 10 + assert dfsl[0].filename == 'tester1.dat' + assert dfsl[1].filename == 'tester2.dat' + assert dfsl[2].filename == 'testBig.dat' + + dfl.append(File('testBig3.dat')) + assert len(dfl) == 13 + assert len(dfsl) == 11 + assert dfsl[0].filename == 'tester1.dat' + assert dfsl[1].filename == 'tester2.dat' + assert dfsl[2].filename == 'testBig.dat' + + +def test_dynamic_file_sub_list_dynamic_size_lower(): + fut = Future() + f = [File(f'tester{i}.dat') for i in range(10)] + dfl = DFL(f, fut=fut) + assert len(dfl) == 10 + dfsl = dfl[:5] + assert len(dfsl) == 5 + dfl.insert(3, File('testBig.dat')) + assert len(dfl) == 11 + assert len(dfsl) == 5 + assert dfsl[2].filename == 'tester2.dat' + assert dfsl[3].filename == 'testBig.dat' + assert dfsl[4].filename == 'tester3.dat' + + dfl.insert(0, File('testSmall.dat')) + assert len(dfl) == 12 + assert len(dfsl) == 5 + assert dfsl[0].filename == 'testSmall.dat' + assert dfsl[1].filename == 'tester0.dat' + assert dfsl[2].filename == 'tester1.dat' + + dfl.append(File('testBig3.dat')) + assert len(dfl) == 13 + assert len(dfsl) == 5 + assert dfsl[0].filename == 'testSmall.dat' + assert dfsl[1].filename == 'tester0.dat' + assert dfsl[2].filename == 'tester1.dat' + + +def test_dynamic_file_sub_list_dynamic_size_creation(): + fut = Future() + dfl = DFL(fut=fut) + assert len(dfl) == 0 + dfsl = dfl[2:] + assert len(dfl) == 3 + assert len(dfsl) == 1 + + dfl2 = DFL(fut=fut) + assert len(dfl2) == 0 + dfsl2 = dfl2[2:5] + assert len(dfl2) == 5 + assert len(dfsl2) == 3 + + dfl3 = DFL(fut=fut) + assert len(dfl3) == 0 + dfsl3 = dfl3[:5] + assert len(dfl3) == 5 + assert len(dfsl3) == 5 + + +if __name__ == '__main__': + ret = pytest.main(['-v', __file__, '--config', '/home/friedel/devel/parsl/parsl/tests/configs/local_threads.py', '--random-order']) From 69d8f02b8853eeef8c163c35d03a5828a7d3e62d Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 21 May 2024 09:51:15 -0500 Subject: [PATCH 02/59] integrated dynamic file into output file handling --- parsl/data_provider/data_manager.py | 15 +- parsl/data_provider/dynamic_files.py | 151 +++++++++++++------ parsl/dataflow/dflow.py | 8 +- parsl/tests/test_data/test_dynamic_file.py | 165 +++++++++++++++------ test-requirements.txt | 1 + 5 files changed, 248 insertions(+), 92 deletions(-) diff --git a/parsl/data_provider/data_manager.py b/parsl/data_provider/data_manager.py index 3fa9204b5e..bc6f70b352 100644 --- a/parsl/data_provider/data_manager.py +++ b/parsl/data_provider/data_manager.py @@ -8,6 +8,7 @@ from parsl.data_provider.ftp import FTPSeparateTaskStaging from parsl.data_provider.http import HTTPSeparateTaskStaging from parsl.data_provider.staging import Staging +from parsl.data_provider.dynamic_files import DynamicFileList if TYPE_CHECKING: from parsl.dataflow.dflow import DataFlowKernel @@ -57,7 +58,19 @@ def replace_task_stage_out(self, file: File, func: Callable, executor: str) -> C raise ValueError("Executor {} cannot stage file {}".format(executor, repr(file))) def optionally_stage_in(self, input, func, executor): - if isinstance(input, DataFuture): + if isinstance(input, DynamicFileList.DynamicFile): + if input.empty: + file = DynamicFileList.DynamicFile + # TODO NEED TO TRACK FILE IF IT IS EMPTY + pass + else: + file = input.file_obj.file_obj.cleancopy() + # replace the input DataFuture with a new DataFuture which will complete at + # the same time as the original one, but will contain the newly + # copied file + input = DataFuture(input, file, tid=input.tid) + return (input, func) + elif isinstance(input, DataFuture): file = input.file_obj.cleancopy() # replace the input DataFuture with a new DataFuture which will complete at # the same time as the original one, but will contain the newly diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index 2651852d0e..f25c5b32ba 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -9,13 +9,14 @@ """ from __future__ import annotations from concurrent.futures import Future -from typing import List, Optional, Union, Callable +from typing import List, Optional, Union, Callable, Dict import typeguard import logging from parsl.data_provider.files import File from parsl.app.futures import DataFuture +from parsl.dataflow.futures import AppFuture logger = logging.getLogger(__name__) @@ -57,13 +58,19 @@ def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFutu Args: - fut (AppFuture) : AppFuture that this DynamicFile will track - file_obj (File/DataFuture obj) : Something representing file(s) - """ + """ # TODO need to be able to link output and input dynamic file objects and update when the output changes super().__init__() self._is_df = isinstance(file_obj, DataFuture) self.parent = fut self.file_obj = file_obj self.parent.add_done_callback(self.parent_callback) self._empty = file_obj is None #: Tracks whether this wrapper is empty + self._staged_out = False + + @property + def staged(self): + """Return whether this file has been staged out.""" + return self._staged_out @property def empty(self): @@ -84,6 +91,12 @@ def set(self, file_obj: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): self._is_df = isinstance(self.file_obj, DataFuture) self.parent.add_done_func(self.file_obj.filename, self.done) + def convert_to_df(self): + """Convert the file_obj to a DataFuture.""" + if not self._is_df: + self.file_obj = DataFuture(self.parent, self.file_obj, tid=self.parent._output_task_id) + self._is_df = True + def done(self) -> bool: """Return whether the file_obj state is `done`. @@ -94,6 +107,11 @@ def done(self) -> bool: return self.file_obj.done() return True # Files are always done + @property + def is_df(self) -> bool: + """Return whether this instance wraps a DataFuture.""" + return self._is_df + @property def tid(self): """Returns the task_id of the task that will resolve this DataFuture.""" @@ -146,33 +164,11 @@ def parent_callback(self, parent_fu): Returns: - None """ - def _stub(): - return e = parent_fu.exception() if e: self.set_exception(e) else: - for idx, f in enumerate(self): - if isinstance(f, File): ### TODO: and not self.dataflow.check_staging_inhibited() - f_copy = f.cleancopy() - logger.debug("Submitting stage out for output file {}".format(repr(f))) - stageout_fut = self.dataflow.data_manager.stage_out(f_copy, self.executor, parent_fu) - if stageout_fut: - logger.debug("Adding a dependency on stageout future for {}".format(repr(f))) - parent_fu._outputs.append(DataFuture(stageout_fut, f, tid=parent_fu.tid)) - else: - logger.debug("No stageout dependency for {}".format(repr(f))) - parent_fu._outputs.append(DataFuture(parent_fu, f, tid=parent_fu.tid)) - - # this is a hook for post-task stageout - # note that nothing depends on the output - which is maybe a bug - # in the not-very-tested stageout system? - func = self.dataflow.data_manager.replace_task_stage_out(f_copy, _stub, self.executor) - func() - elif isinstance(f, DataFuture): - logger.debug("Not performing output staging for: {}".format(repr(f))) - parent_fu._outputs.append(DataFuture(parent_fu, f, tid=parent_fu.tid)) - + self.parent._outputs = self self.set_result(self) ''''' @@ -196,7 +192,7 @@ def file_callback(self, file_fu: Future): self.files_done[file_fu.filename] = file_fu.done() ''' @typeguard.typechecked - def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = None, fut: Optional[Future] = None): + def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = None): """Construct a DynamicFileList instance Args: @@ -204,17 +200,17 @@ def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = - fut (Future) : Future to set as the parent """ super().__init__() - self.files_done = {} #: dict mapping file names to their "done" status True/False + self.files_done: Dict[str, Callable] = {} #: dict mapping file names to their "done" status True/False self._last_idx = -1 - self.executor = None - self.parent = fut + self.executor: str = '' + self.parent: Union[AppFuture, None] = None self.dataflow = None - self._sub_callbacks = [] + self._sub_callbacks: List[Callable] = [] self._in_callback = False + self._staging_inhibited = False + self._output_task_id = None if files is not None: self.extend(files) - if fut is not None: - self.parent.add_done_callback(self.parent_callback) def add_done_func(self, name: str, func: Callable): """ Add a function to the files_done dict, specifically for when an empty DynamicFile @@ -226,6 +222,44 @@ def add_done_func(self, name: str, func: Callable): """ self.files_done[name] = func + def stage_file(self, idx: int): + """ Stage a file at the given index, we do this now becuase so that the app and dataflow + can act accordingly when the app finishes. + + Args: + - idx (int) : Index of the file to stage + """ + if self.dataflow is None: + return + out_file = self[idx] + if out_file.empty or out_file.staged: + return + if self.parent is None or not out_file.is_df: + return + if self._staging_inhibited: + logger.debug("Not performing output staging for: {}".format(repr(out_file.file_obj))) + else: + f_copy = out_file.file_obj.file_obj.cleancopy() + self[idx].file_obj.file_obj = f_copy + logger.debug("Submitting stage out for output file {}".format(repr(out_file.file_obj))) + stageout_fut = self.dataflow.data_manager.stage_out(f_copy, self.executor, self.parent) + if stageout_fut: + logger.debug("Adding a dependency on stageout future for {}".format(repr(out_file))) + self[idx].file_obj.parent = stageout_fut + self[idx].file_obj._tid = self.parent.tid + else: + logger.debug("No stageout dependency for {}".format(repr(f_copy))) + # self.parent._outputs.append(DataFuture(self.parent, out_file.file_obj.file_obj, tid=self.parent.tid)) + func = self.dataflow.tasks[self._output_task_id]['func'] + # this is a hook for post-task stage-out + # note that nothing depends on the output - which is maybe a bug + # in the not-very-tested stage-out system? + func = self.dataflow.data_manager.replace_task_stage_out(f_copy, func, self.executor) + self.dataflow.tasks[self._output_task_id]['func'] = func + self.parent._outputs = self + self._call_callbacks() + # TODO dfk._gather_all_deps + def wrap(self, file_obj: Union[File, DataFuture, None]): """ Wrap a file object in a DynamicFile @@ -234,17 +268,22 @@ def wrap(self, file_obj: Union[File, DataFuture, None]): """ return self.DynamicFile(self, file_obj) - def set_dataflow(self, dataflow, executor: str): + def set_dataflow(self, dataflow, executor: str, st_inhibited: bool, task_id: int): """ Set the dataflow and executor for this instance Args: - dataflow (DataFlowKernel) : Dataflow kernel that this instance is associated with - executor (str) : Executor that this instance is associated with + - st_inhibited (bool) : Whether staging is inhibited """ self.executor = executor self.dataflow = dataflow + self._staging_inhibited = st_inhibited + self._output_task_id = task_id + for idx in range(self._last_idx + 1): + self.stage_file(idx) - def set_parent(self, fut: Future): + def set_parent(self, fut: AppFuture): """ Set the parent future for this instance Args: @@ -254,6 +293,10 @@ def set_parent(self, fut: Future): raise ValueError("Parent future already set") self.parent = fut self.parent.add_done_callback(self.parent_callback) + for idx in range(self._last_idx + 1): + self[idx].convert_to_df() + self.stage_file(idx) + self._call_callbacks() def cancel(self): """ Not implemented """ @@ -293,6 +336,8 @@ def append(self, __object: Union[File, DataFuture, 'DynamicFileList.DynamicFile' - __object (File/DataFuture) : File or DataFuture to append """ if not isinstance(__object, DynamicFileList.DynamicFile): + if self.parent is not None and isinstance(__object, File): + __object = DataFuture(self.parent, __object, tid=self._output_task_id) __object = self.wrap(__object) if self._last_idx == len(self) - 1: super().append(__object) @@ -301,6 +346,7 @@ def append(self, __object: Union[File, DataFuture, 'DynamicFileList.DynamicFile' super().__getitem__(self._last_idx + 1).set(__object) self.files_done[__object.filename] = super().__getitem__(self._last_idx + 1).done self._last_idx += 1 + self.stage_file(self._last_idx) self._call_callbacks() def extend(self, __iterable): @@ -314,12 +360,16 @@ def extend(self, __iterable): if not isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): raise ValueError("DynamicFileList can only contain Files or DataFutures") if not isinstance(f, DynamicFileList.DynamicFile): + if self.parent is not None and isinstance(f, File): + f = DataFuture(self.parent, f, tid=self._output_task_id) f = self.wrap(f) self.files_done[f.filename] = f.done items.append(f) if self._last_idx == len(self) - 1: super().extend(items) - self._last_idx += len(items) + for i in range(len(items)): + self._last_idx += 1 + self.stage_file(self._last_idx) self._call_callbacks() return diff = len(self) - 1 - self._last_idx - len(items) @@ -329,6 +379,7 @@ def extend(self, __iterable): self._last_idx += 1 self[self._last_idx].set(item) self.files_done[item.filename] = super().__getitem__(self._last_idx).done + self.stage_file(self._last_idx) self._call_callbacks() def insert(self, __index: int, __object: Union[File, DataFuture, DynamicFile]): @@ -341,9 +392,12 @@ def insert(self, __index: int, __object: Union[File, DataFuture, DynamicFile]): if __index > self._last_idx: raise ValueError("Cannot insert at index greater than the last index") if not isinstance(__object, self.DynamicFile): + if self.parent is not None and isinstance(__object, File): + __object = DataFuture(self.parent, __object, tid=self._output_task_id) __object = self.wrap(__object) self.files_done[__object.filename] = __object.done super().insert(__index, __object) + self.stage_file(__index) self._last_idx += 1 self._call_callbacks() @@ -358,7 +412,7 @@ def remove(self, __value): self._last_idx -= 1 self._call_callbacks() - def pop(self, __index: int = -1) -> Union[File, DataFuture]: + def pop(self, __index: int = -1) -> DataFuture: """ Pop a file from the list and update the files_done dict Args: @@ -383,7 +437,7 @@ def clear(self): self.files_done.clear() self._last_idx = -1 super().clear() - # detach all the callbacks so that sublists can still be used + # detach all the callbacks so that sub-lists can still be used self._sub_callbacks.clear() def _call_callbacks(self): @@ -404,15 +458,21 @@ def __setitem__(self, key: int, value: Union[File, DataFuture, 'DynamicFileList. if self[key].filename in self.files_done: del self.files_done[self[key].filename] if super().__getitem__(key).empty: + if self.parent is not None and isinstance(value, File): + value = DataFuture(self.parent, value, tid=self._output_task_id) super().__getitem__(key).set(value) self.files_done[super().__getitem__(key).filename] = super().__getitem__(key).done self._last_idx = max(self._last_idx, key) + self._call_callbacks() + self.stage_file(key) else: - if not isinstance(value, self.DynamicFile): - value = self.wrap(value) - super().__setitem__(key, value) - self.files_done[value.filename] = value.done - self._call_callbacks() + raise ValueError("Cannot set a value that is not empty") + # if not isinstance(value, self.DynamicFile): + # if isinstance(value, File): + # value = DataFuture(self.parent, value, tid=self._output_task_id) + # value = self.wrap(value) + # super().__setitem__(key, value) + # self.files_done[value.filename] = value.done def __getitem__(self, key): # make sure the list will be long enough when it is filled, so we can return a future @@ -445,9 +505,10 @@ def get_update(self, key: slice): return super().__getitem__(key) def __delitem__(self, key): - del self.files_done[self[key].filename] - super().__delitem__(key) - self._call_callbacks() + raise Exception("Cannot delete from a DynamicFileList") + # del self.files_done[self[key].filename] + # super().__delitem__(key) + # self._call_callbacks() def __repr__(self): type_ = type(self) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 707e2abc23..5b660e3bce 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -760,9 +760,15 @@ def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, return tuple(newargs), kwargs, func - def _add_output_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], app_fut: AppFuture, func: Callable) -> Callable: + def _add_output_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], app_fut: AppFuture, func: Callable, task_id: int) -> Callable: logger.debug("Adding output dependencies") outputs = kwargs.get('outputs', []) + if isinstance(outputs, DynamicFileList): + outputs.set_dataflow(self, executor, self.check_staging_inhibited(kwargs), task_id) + outputs.set_parent(app_fut) + app_fut._outputs = outputs + return func + app_fut._outputs = [] for idx, f in enumerate(outputs): if isinstance(f, File) and not self.check_staging_inhibited(kwargs): diff --git a/parsl/tests/test_data/test_dynamic_file.py b/parsl/tests/test_data/test_dynamic_file.py index 966486e964..0b5e293732 100644 --- a/parsl/tests/test_data/test_dynamic_file.py +++ b/parsl/tests/test_data/test_dynamic_file.py @@ -1,20 +1,31 @@ from concurrent.futures import Future import pytest +#from pytest_mock import mocker +from parsl.data_provider.data_manager import DataManager from parsl.data_provider.dynamic_files import DynamicFileList as DFL from parsl.data_provider.files import File from parsl.app.futures import DataFuture +from parsl.dataflow.futures import AppFuture + + +class MockDFK: + def __init__(self, tasks): + self.executors = {'tester': 'test'} + self.storage_access = [] + self.data_manager = DataManager(self) + self.tasks = {tasks['id']: tasks} def test_dynamic_file_empty(): - fut = DFL(fut=Future()) + fut = DFL() df = DFL.DynamicFile(fut, None) assert df.file_obj is None assert df.empty is True def test_dynamic_file_File(): - fut = DFL(fut=Future()) + fut = DFL() fl = File('test.txt') df = DFL.DynamicFile(fut, fl) assert df.file_obj == fl @@ -26,7 +37,7 @@ def test_dynamic_file_File(): def test_dynamic_file_DataFuture(): fut = Future() fl = DataFuture(fut, File('test2.txt')) - df = DFL.DynamicFile(DFL(fut=fut), fl) + df = DFL.DynamicFile(DFL(), fl) assert df.file_obj == fl assert df.empty is False assert df.done() is False @@ -35,7 +46,7 @@ def test_dynamic_file_DataFuture(): def test_dynamic_file_set(): - fut = DFL(fut=Future()) + fut = DFL() df = DFL.DynamicFile(fut, None) assert df.file_obj is None assert df.empty is True @@ -46,7 +57,7 @@ def test_dynamic_file_set(): def test_dynamic_file_not_implemented(): - fut = DFL(fut=Future()) + fut = DFL() fl = DataFuture(fut, File('test2.txt')) df = DFL.DynamicFile(fut, fl) with pytest.raises(NotImplementedError): @@ -56,16 +67,19 @@ def test_dynamic_file_not_implemented(): def test_dynamic_file_passthrough(): - f = Future() - fut = DFL(fut=f) + fut = DFL() dfl = DataFuture(fut, File('test3.txt')) df = DFL.DynamicFile(fut, dfl) - f.set_running_or_notify_cancel() + assert df.running() is False + af = AppFuture({}) + fut.set_parent(af) + assert df.running() is False + af.set_running_or_notify_cancel() assert df.running() is True def test_dynamic_file_callback(): - fut = DFL(fut=Future()) + fut = DFL() dfl = DataFuture(fut, File('test3.txt')) df = DFL.DynamicFile(fut, dfl) with pytest.raises(Exception): @@ -77,14 +91,12 @@ def test_dynamic_file_callback(): def test_dynamic_file_list(): - fut = Future() - dfl = DFL(fut=fut) + dfl = DFL() assert len(dfl) == 0 def test_dynamic_file_list_append(): - fut = Future() - dfl = DFL(fut=fut) + dfl = DFL() assert len(dfl) == 0 dfl.append(File('test.txt')) @@ -93,8 +105,7 @@ def test_dynamic_file_list_append(): def test_dynamic_file_list_extend(): - fut = Future() - dfl = DFL(fut=fut) + dfl = DFL() assert len(dfl) == 0 dfl.extend([File('test.txt'), File('test2.txt')]) @@ -102,8 +113,7 @@ def test_dynamic_file_list_extend(): def test_dynamic_file_list_dynamics(): - fut = Future() - dfl = DFL(fut=fut) + dfl = DFL() assert len(dfl) == 0 dfl[5] = File('test4.txt') @@ -114,27 +124,26 @@ def test_dynamic_file_list_dynamics(): assert len(dfl) == 6 assert id(dfl[3]) == tempid - dfl[3] = dfl[5] + dfl[2] = dfl[5] assert len(dfl) == 6 - assert id(dfl[3]) != tempid + assert id(dfl[2]) != tempid tempid = id(dfl[5]) - dfl[5] = File('another.test.dat') + with pytest.raises(ValueError): + dfl[5] = File('another.test.dat') assert len(dfl) == 6 - assert tempid != id(dfl[5]) + assert tempid == id(dfl[5]) def test_dynamic_file_list_no_op(): - fut = Future() - dfl = DFL(fut=fut) + dfl = DFL() with pytest.raises(Exception): dfl.cancel() assert dfl.cancelled() is False def test_dynamic_file_list_dynamic_append(): - fut = Future() - dfl = DFL(fut=fut) - fl = dfl[5] + dfl = DFL() + _ = dfl[5] assert len(dfl) == 6 f0 = File('tester5.dat') dfl[0] = f0 @@ -150,9 +159,8 @@ def test_dynamic_file_list_dynamic_append(): def test_dynamic_file_list_dynamic_extend(): - fut = Future() - dfl = DFL(fut=fut) - fl = dfl[5] + dfl = DFL() + _ = dfl[5] assert len(dfl) == 6 f0 = File('tester5.dat') dfl[0] = f0 @@ -179,9 +187,8 @@ def test_dynamic_file_list_dynamic_extend(): def test_dynamic_file_list_insert_and_remove(): - fut = Future() f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f, fut=fut) + dfl = DFL(f) assert len(dfl) == 10 dfl.insert(4, File('tester99.dat')) assert len(dfl) == 11 @@ -198,18 +205,16 @@ def test_dynamic_file_list_insert_and_remove(): def test_dynamic_file_list_clear(): - fut = Future() f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f, fut=fut) + dfl = DFL(f) assert len(dfl) == 10 dfl.clear() assert len(dfl) == 0 def test_dynamic_file_list_pop(): - fut = Future() f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f, fut=fut) + dfl = DFL(f) assert len(dfl) == 10 assert dfl.pop().filename == 'tester9.dat' assert len(dfl) == 9 @@ -227,9 +232,8 @@ def test_dynamic_file_list_pop(): def test_dynamic_file_sub_list_fixed_size(): - fut = Future() f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f, fut=fut) + dfl = DFL(f) assert len(dfl) == 10 dfsl = dfl[2:5] assert len(dfsl) == 3 @@ -258,9 +262,8 @@ def test_dynamic_file_sub_list_fixed_size(): def test_dynamic_file_sub_list_dynamic_size_upper(): - fut = Future() f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f, fut=fut) + dfl = DFL(f) assert len(dfl) == 10 dfsl = dfl[2:] assert len(dfsl) == 8 @@ -287,9 +290,8 @@ def test_dynamic_file_sub_list_dynamic_size_upper(): def test_dynamic_file_sub_list_dynamic_size_lower(): - fut = Future() f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f, fut=fut) + dfl = DFL(f) assert len(dfl) == 10 dfsl = dfl[:5] assert len(dfsl) == 5 @@ -316,25 +318,98 @@ def test_dynamic_file_sub_list_dynamic_size_lower(): def test_dynamic_file_sub_list_dynamic_size_creation(): - fut = Future() - dfl = DFL(fut=fut) + dfl = DFL() assert len(dfl) == 0 dfsl = dfl[2:] assert len(dfl) == 3 assert len(dfsl) == 1 - dfl2 = DFL(fut=fut) + dfl2 = DFL() assert len(dfl2) == 0 dfsl2 = dfl2[2:5] assert len(dfl2) == 5 assert len(dfsl2) == 3 - dfl3 = DFL(fut=fut) + dfl3 = DFL() assert len(dfl3) == 0 dfsl3 = dfl3[:5] assert len(dfl3) == 5 assert len(dfsl3) == 5 +def test_dynamic_file_list_set_parent(): + dfl = DFL() + assert dfl.parent is None + af = AppFuture({}) + dfl.set_parent(af) + assert dfl.parent == af + af1 = AppFuture({}) + with pytest.raises(ValueError): + dfl.set_parent(af1) + + +def test_dynamic_file_list_set_dataflow(): + dfl = DFL() + tr = {'id': 101, 'func': None} + af = AppFuture(tr) + dfl.set_parent(af) + dflow = MockDFK(tr) + dfl.set_dataflow(dflow, 'tester', False, 101) + assert dfl.dataflow == dflow + assert dfl.parent._outputs == dfl + + +def test_dynamic_file_list_staging_with_files(): + dfl = DFL([File(f'tester{i}.dat') for i in range(10)]) + tr = {'id': 101, 'func': None} + af = AppFuture(tr) + dfl.set_parent(af) + dflow = MockDFK(tr) + dfl.set_dataflow(dflow, 'tester', False, 101) + assert dfl.dataflow == dflow + assert dfl.parent._outputs == dfl + + +def test_dynamic_file_list_staging_with_df(): + tr = {'id': 101, 'func': None} + af = AppFuture(tr) + dfl = DFL([DataFuture(af, File(f'tester{i}.dat')) for i in range(10)]) + dfl.set_parent(af) + dflow = MockDFK(tr) + dfl.set_dataflow(dflow, 'tester', False, 101) + assert dfl.dataflow == dflow + assert dfl.parent._outputs == dfl + + +def test_dynamic_filer_list_staging_mix(): + dfl = DFL([File(f'tester{i}.dat') for i in range(10)]) + tr = {'id': 101, 'func': None} + af = AppFuture(tr) + dfl.set_parent(af) + dflow = MockDFK(tr) + dfl.set_dataflow(dflow, 'tester', False, 101) + assert dfl.dataflow == dflow + assert dfl.parent._outputs == dfl + dfl.append(File('newtester.dat')) + + +def stub_func(): + pass + + +def test_dynamic_file_list_mock(mocker): + path = 'parsl.data_provider.data_manager.DataManager' + mocker.patch(f"{path}.stage_out", return_value=stub_func) + dfl = DFL([File(f'tester{i}.dat') for i in range(10)]) + tr = {'id': 101, 'func': None} + af = AppFuture(tr) + dfl.set_parent(af) + dflow = MockDFK(tr) + dfl.set_dataflow(dflow, 'tester', False, 101) + assert dfl.dataflow == dflow + assert dfl.parent._outputs == dfl + dfl.append(File('newtester.dat')) + + if __name__ == '__main__': ret = pytest.main(['-v', __file__, '--config', '/home/friedel/devel/parsl/parsl/tests/configs/local_threads.py', '--random-order']) diff --git a/test-requirements.txt b/test-requirements.txt index 050c8e829b..087b31a8f8 100644 --- a/test-requirements.txt +++ b/test-requirements.txt @@ -3,6 +3,7 @@ ipyparallel pandas pytest>=7.4.0,<8 pytest-cov +pytest-mock pytest-random-order nbsphinx sphinx_rtd_theme From 882e3ba4a9ad63afb1c2b8a80970863fa317d347 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Fri, 7 Jun 2024 11:17:06 -0500 Subject: [PATCH 03/59] data flow kernel changes to accommodate dynamic file lists --- parsl/dataflow/dflow.py | 12 +++++++++--- parsl/version.py | 2 +- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 5b660e3bce..7510d2e170 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -26,6 +26,7 @@ from parsl.config import Config from parsl.data_provider.data_manager import DataManager from parsl.data_provider.files import File +from parsl.data_provider.dynamic_files import DynamicFileList from parsl.dataflow.errors import BadCheckpoint, DependencyError, JoinError from parsl.dataflow.futures import AppFuture from parsl.dataflow.memoization import Memoizer @@ -826,8 +827,13 @@ def check_dep(d: Any) -> None: check_dep(dep) # Check for futures in inputs=[...] - for dep in kwargs.get('inputs', []): - check_dep(dep) + inp = kwargs.get('inputs', []) + if isinstance(inp, DynamicFileList): + check_dep(inp) + else: + for dep in inp: + print(f" checking inputs: {dep}") + check_dep(dep) return depends @@ -1006,7 +1012,7 @@ def submit(self, # Transform remote input files to data futures app_args, app_kwargs, func = self._add_input_deps(executor, app_args, app_kwargs, func) - func = self._add_output_deps(executor, app_args, app_kwargs, app_fu, func) + func = self._add_output_deps(executor, app_args, app_kwargs, app_fu, func, task_id) task_record.update({ 'args': app_args, diff --git a/parsl/version.py b/parsl/version.py index 0ba4a3c991..6503d18e3e 100644 --- a/parsl/version.py +++ b/parsl/version.py @@ -1,3 +1,3 @@ """Set module version. """ -VERSION = '1.3.0-dev' +VERSION = '1.3.1-dev' From 7138adc03709c4727f40c27194ce829adc695fb0 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Fri, 7 Jun 2024 13:03:16 -0500 Subject: [PATCH 04/59] Auto stash before checking out "HEAD" --- parsl/monitoring/db_manager.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 9f19cd9f4d..e6100de1df 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -233,6 +233,8 @@ class Block(Base): PrimaryKeyConstraint('run_id', 'block_id', 'executor_label', 'timestamp'), ) + class File(Base): + __tablename__ = FILE class Resource(Base): __tablename__ = RESOURCE try_id = Column('try_id', Integer, nullable=False) From 5bff70f599bb3a07b3605edd06b216181133a7a1 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Fri, 7 Jun 2024 15:17:06 -0500 Subject: [PATCH 05/59] creation of file tale in the monitoring initial code to handle file related monitoring messages --- parsl/app/futures.py | 14 ++++++++- parsl/data_provider/dynamic_files.py | 15 +++++++++ parsl/data_provider/files.py | 16 ++++++++-- parsl/dataflow/dflow.py | 24 +++++++++++++- parsl/monitoring/db_manager.py | 47 ++++++++++++++++++++++++++-- parsl/monitoring/message_type.py | 3 ++ parsl/monitoring/router.py | 2 ++ 7 files changed, 114 insertions(+), 7 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index f3bc067c84..3bd86a7349 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -3,7 +3,7 @@ import logging from concurrent.futures import Future from typing import Optional - +from datetime import datetime, timezone import typeguard from parsl.data_provider.files import File @@ -36,6 +36,7 @@ def parent_callback(self, parent_fu): if e: self.set_exception(e) else: + self._done_timestamp = datetime.now(timezone.utc) self.set_result(self.file_obj) @typeguard.typechecked @@ -60,6 +61,7 @@ def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None) -> No self.parent = fut self.parent.add_done_callback(self.parent_callback) + self._done_timestamp = None logger.debug("Creating DataFuture with parent: %s and file: %s", self.parent, repr(self.file_obj)) @@ -78,6 +80,16 @@ def filename(self): """Filepath of the File object this datafuture represents.""" return self.filepath + @property + def uuid(self): + """UUID of the File object this datafuture represents.""" + return self.file_obj.uuid + + @property + def timestamp(self): + """Timestamp when the future was marked done.""" + return self._done_timestamp + def cancel(self): raise NotImplementedError("Cancel not implemented") diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index f25c5b32ba..db8921bbc3 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -66,6 +66,7 @@ def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFutu self.parent.add_done_callback(self.parent_callback) self._empty = file_obj is None #: Tracks whether this wrapper is empty self._staged_out = False + self._timestamp = None @property def staged(self): @@ -77,6 +78,20 @@ def empty(self): """Return whether this is an empty wrapper.""" return self._empty + @property + def uuid(self): + """Return the uuid of the file object this datafuture represents.""" + if self._empty: + return None + return self.file_obj.uuid + + @property + def timestamp(self): + """Return the timestamp of the file object this datafuture represents.""" + if self._empty: + return None + return self.file_obj.timestamp + @typeguard.typechecked def set(self, file_obj: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): """Set the file_obj for this instance. diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 4263753dce..1f10595c57 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -9,6 +9,7 @@ import os from typing import Optional, Union from urllib.parse import urlparse +import uuid import typeguard @@ -28,7 +29,7 @@ class File: """ @typeguard.typechecked - def __init__(self, url: Union[os.PathLike, str]): + def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = None): """Construct a File object from a url string. Args: @@ -46,6 +47,10 @@ def __init__(self, url: Union[os.PathLike, str]): self.path = parsed_url.path self.filename = os.path.basename(self.path) self.local_path: Optional[str] = None + if uu_id is not None: + self.uuid = uu_id + else: + self.uuid = uuid.uuid1() def cleancopy(self) -> "File": """Returns a copy of the file containing only the global immutable state, @@ -53,7 +58,7 @@ def cleancopy(self) -> "File": object will be as the original object was when it was constructed. """ logger.debug("Making clean copy of File object {}".format(repr(self))) - return File(self.url) + return File(self.url, self.uuid) def __str__(self) -> str: return self.filepath @@ -67,7 +72,8 @@ def __repr__(self) -> str: f"netloc={self.netloc}", f"path={self.path}", f"filename={self.filename}", - ] + f"uuid={self.uuid}", + ] if self.local_path is not None: content.append(f"local_path={self.local_path}") @@ -96,3 +102,7 @@ def filepath(self) -> str: return self.path else: raise ValueError("No local_path set for {}".format(repr(self))) + + @property + def timesatmp(self) -> Optional[str]: + return None diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 7d02e95405..af6c0259fc 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -227,6 +227,28 @@ def _send_task_log_info(self, task_record: TaskRecord) -> None: task_log_info = self._create_task_log_info(task_record) self.monitoring.send(MessageType.TASK_INFO, task_log_info) + def _send_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], + task_record: TaskRecord) -> None: + if self.monitoring: + file_log_info = self._create_file_log_info(file, task_record) + self.monitoring.send(MessageType.FILE_INFO, file_log_info) + + def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], + task_record: TaskRecord) -> Dict[str, Any]: + """ + Create the dictionary that will be included in the log. + """ + info_to_monitor = ['file_name', 'file_id', 'run_id', 'task_id', 'timestamp'] + + file_log_info = {'file_name': file.filename, + 'file_id': file.uuid, + 'run_id': self.run_id, + 'task_id': task_record['id'], + 'try_id': task_record['try_id'], + 'timestamp': file.timestamp + } + return file_log_info + def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: """ Create the dictionary that will be included in the log. @@ -238,7 +260,7 @@ def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: # They are valid if all entries in info_to_monitor are declared in the definition of TaskRecord # This type: ignore[literal-required] asserts that fact. task_log_info = {"task_" + k: task_record[k] for k in info_to_monitor} # type: ignore[literal-required] - + # TODO: MUST ADD ENV AND ARGS INFO task_log_info['run_id'] = self.run_id task_log_info['try_id'] = task_record['try_id'] task_log_info['timestamp'] = datetime.datetime.now() diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index e6100de1df..96612d1a2b 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -45,6 +45,7 @@ RESOURCE = 'resource' # Resource table includes task resource utilization NODE = 'node' # Node table include node info BLOCK = 'block' # Block table include the status for block polling +FILES = 'files' # Files table include file info class Database: @@ -161,9 +162,11 @@ class Task(Base): task_hashsum = Column('task_hashsum', Text, nullable=True, index=True) task_inputs = Column('task_inputs', Text, nullable=True) task_outputs = Column('task_outputs', Text, nullable=True) + task_args = Column('task_args', Text, nullable=True) task_stdin = Column('task_stdin', Text, nullable=True) task_stdout = Column('task_stdout', Text, nullable=True) task_stderr = Column('task_stderr', Text, nullable=True) + task_env = Column('task_env', Text, nullable=True) task_time_invoked = Column( 'task_time_invoked', DateTime, nullable=True) @@ -233,8 +236,20 @@ class Block(Base): PrimaryKeyConstraint('run_id', 'block_id', 'executor_label', 'timestamp'), ) - class File(Base): - __tablename__ = FILE + class Files(Base): + __tablename__ = FILES + file_name = Column('file_name', Text, index=True, nullable=False) + file_id = Column('file_id', Text, index=True, nullable=False) + task_run_id = Column('run_id', Text, ForeignKey(TASK + ".run_id"), + nullable=False) + task_id = Column('task_id', Integer, ForeignKey(TASK + ".task_id"), + nullable=False) + try_id = Column('try_id', Integer, ForeignKey(TRY + ".try_id"), + nullable=False) + timestamp = Column('timestamp', DateTime, nullable=True) + Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") + __table_args__ = (PrimaryKeyConstraint('file_id')) + class Resource(Base): __tablename__ = RESOURCE try_id = Column('try_id', Integer, nullable=False) @@ -360,6 +375,11 @@ def start(self, """ inserted_tries = set() # type: Set[Any] + """ + like inserted_tasks but for Files + """ + inserted_files = set() # type: Set[Any] + # for any task ID, we can defer exactly one message, which is the # assumed-to-be-unique first message (with first message flag set). # The code prior to this patch will discard previous message in @@ -405,6 +425,7 @@ def start(self, "Got {} messages from priority queue".format(len(priority_messages))) task_info_update_messages, task_info_insert_messages, task_info_all_messages = [], [], [] try_update_messages, try_insert_messages, try_all_messages = [], [], [] + file_update_messages, file_insert_messages, file_all_messages = [], [], [] for msg_type, msg in priority_messages: if msg_type == MessageType.WORKFLOW_INFO: if "python_version" in msg: # workflow start message @@ -441,6 +462,14 @@ def start(self, if task_try_id in deferred_resource_messages: reprocessable_first_resource_messages.append( deferred_resource_messages.pop(task_try_id)) + elif msg_type == MessageType.FILES_INFO: + file_id = msg['file_id'] + file_all_messages.append(msg) + if file_id in inserted_files: + file_update_messages.append(msg) + else: + inserted_files.add(file_id) + file_insert_messages.append(msg) else: raise RuntimeError("Unexpected message type {} received on priority queue".format(msg_type)) @@ -471,6 +500,17 @@ def start(self, self._insert(table=STATUS, messages=task_info_all_messages) + if file_insert_messages: + logger.debug("Inserting {} FILES_INFO to files table".format(len(file_insert_messages))) + self._insert(table=FILES, messages=file_insert_messages) + logger.debug( + "There are {} inserted file records".format(len(inserted_files))) + + if file_update_messages: + logger.debug("Updating {} FILES_INFO into files table".format(len(file_update_messages))) + self._update(table=FILES, + columns=['timestamp'], + messages=file_update_messages) if try_insert_messages: logger.debug("Inserting {} TASK_INFO to try table".format(len(try_insert_messages))) self._insert(table=TRY, messages=try_insert_messages) @@ -626,6 +666,9 @@ def _dispatch_to_internal(self, x: Tuple) -> None: elif x[0] == MessageType.BLOCK_INFO: logger.info("Will put {} to pending block queue".format(x[1])) self.pending_block_queue.put(x[-1]) + elif x[0] == MessageType.FILE_INFO: + logger.info("Will put {} to pending file queue".format(x[1])) + self.pending_file_queue.put(x[-1]) else: logger.error("Discarding message of unknown type {}".format(x[0])) diff --git a/parsl/monitoring/message_type.py b/parsl/monitoring/message_type.py index 366b61bd42..e177a33cf2 100644 --- a/parsl/monitoring/message_type.py +++ b/parsl/monitoring/message_type.py @@ -17,3 +17,6 @@ class MessageType(Enum): # Reports of the block info BLOCK_INFO = 4 + + # Reports file info + FILE_INFO = 5 diff --git a/parsl/monitoring/router.py b/parsl/monitoring/router.py index 70b4862295..8a233e6c0d 100644 --- a/parsl/monitoring/router.py +++ b/parsl/monitoring/router.py @@ -134,6 +134,8 @@ def start(self, priority_msgs.put(msg_0) elif msg[0] == MessageType.WORKFLOW_INFO: priority_msgs.put(msg_0) + elif msg[0] == MessageType.FILE_INFO: + priority_msgs.put(msg_0) else: # There is a type: ignore here because if msg[0] # is of the correct type, this code is unreachable, From 602569104f1b345521e0502e9da028e1f944b295 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Fri, 14 Jun 2024 14:24:28 -0500 Subject: [PATCH 06/59] added initial file provenance data in database --- parsl/app/futures.py | 10 ++-- parsl/data_provider/dynamic_files.py | 8 +++- parsl/data_provider/files.py | 7 ++- parsl/dataflow/dflow.py | 60 +++++++++++++++++++---- parsl/monitoring/db_manager.py | 71 +++++++++++++++++++++++++--- parsl/monitoring/message_type.py | 2 + 6 files changed, 136 insertions(+), 22 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index 3bd86a7349..a08d3c3b0a 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -3,7 +3,7 @@ import logging from concurrent.futures import Future from typing import Optional -from datetime import datetime, timezone +from datetime import datetime import typeguard from parsl.data_provider.files import File @@ -36,7 +36,6 @@ def parent_callback(self, parent_fu): if e: self.set_exception(e) else: - self._done_timestamp = datetime.now(timezone.utc) self.set_result(self.file_obj) @typeguard.typechecked @@ -61,7 +60,6 @@ def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None) -> No self.parent = fut self.parent.add_done_callback(self.parent_callback) - self._done_timestamp = None logger.debug("Creating DataFuture with parent: %s and file: %s", self.parent, repr(self.file_obj)) @@ -88,7 +86,11 @@ def uuid(self): @property def timestamp(self): """Timestamp when the future was marked done.""" - return self._done_timestamp + return self.file_obj.timestamp + + @timestamp.setter + def timestamp(self, value: Optional[datetime]) -> None: + self.file_obj.timestamp = value def cancel(self): raise NotImplementedError("Cancel not implemented") diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index db8921bbc3..d4d170ef75 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -9,6 +9,7 @@ """ from __future__ import annotations from concurrent.futures import Future +from datetime import datetime, timezone from typing import List, Optional, Union, Callable, Dict import typeguard @@ -48,6 +49,8 @@ def parent_callback(self, parent_fu: Future): if e: self.set_exception(e) else: + self.file_obj.timestamp = datetime.now(timezone.utc) + self.parent.dataflow.register_as_output(self.file_obj, self.parent.task_record) self.set_result(self.file_obj) def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFuture]] = None): @@ -66,7 +69,6 @@ def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFutu self.parent.add_done_callback(self.parent_callback) self._empty = file_obj is None #: Tracks whether this wrapper is empty self._staged_out = False - self._timestamp = None @property def staged(self): @@ -224,6 +226,7 @@ def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = self._in_callback = False self._staging_inhibited = False self._output_task_id = None + self.task_record = None if files is not None: self.extend(files) @@ -283,7 +286,7 @@ def wrap(self, file_obj: Union[File, DataFuture, None]): """ return self.DynamicFile(self, file_obj) - def set_dataflow(self, dataflow, executor: str, st_inhibited: bool, task_id: int): + def set_dataflow(self, dataflow, executor: str, st_inhibited: bool, task_id: int, task_record: dict): """ Set the dataflow and executor for this instance Args: @@ -295,6 +298,7 @@ def set_dataflow(self, dataflow, executor: str, st_inhibited: bool, task_id: int self.dataflow = dataflow self._staging_inhibited = st_inhibited self._output_task_id = task_id + self.task_record = task_record for idx in range(self._last_idx + 1): self.stage_file(idx) diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 1f10595c57..c00d21e3c8 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -7,6 +7,7 @@ """ import logging import os +import datetime from typing import Optional, Union from urllib.parse import urlparse import uuid @@ -29,7 +30,8 @@ class File: """ @typeguard.typechecked - def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = None): + def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = None, + timestamp: Optional[datetime.datetime] = None): """Construct a File object from a url string. Args: @@ -46,6 +48,7 @@ def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = self.netloc = parsed_url.netloc self.path = parsed_url.path self.filename = os.path.basename(self.path) + self.timestamp = timestamp self.local_path: Optional[str] = None if uu_id is not None: self.uuid = uu_id @@ -58,7 +61,7 @@ def cleancopy(self) -> "File": object will be as the original object was when it was constructed. """ logger.debug("Making clean copy of File object {}".format(repr(self))) - return File(self.url, self.uuid) + return File(self.url, self.uuid, self.timestamp) def __str__(self) -> str: return self.filepath diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index af6c0259fc..d0c08ed445 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -249,18 +249,46 @@ def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.Dy } return file_log_info + def register_as_input(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), + task_record: TaskRecord): + if self.monitoring: + self._send_file_log_info(f, task_record) + file_input_info = self._create_file_io_info(f, task_record) + self.monitoring.send(MessageType.INPUT_FILE, file_input_info) + + def register_as_output(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), + task_record: TaskRecord): + if self.monitoring: + self._send_file_log_info(f, task_record) + file_output_info = self._create_file_io_info(f, task_record) + self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) + + def _create_file_io_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], + task_record: TaskRecord) -> Dict[str, Any]: + """ + Create the dictionary that will be included in the log. + """ + file_io_info = {'file_id': file.uuid, + 'run_id': self.run_id, + 'task_id': task_record['id'], + 'try_id': task_record['try_id'], + } + return file_io_info + def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: """ Create the dictionary that will be included in the log. """ info_to_monitor = ['func_name', 'memoize', 'hashsum', 'fail_count', 'fail_cost', 'status', - 'id', 'time_invoked', 'try_time_launched', 'time_returned', 'try_time_returned', 'executor'] + 'id', 'time_invoked', 'try_time_launched', 'time_returned', 'try_time_returned', 'executor', + 'env'] # mypy cannot verify that these task_record[k] references are valid: # They are valid if all entries in info_to_monitor are declared in the definition of TaskRecord # This type: ignore[literal-required] asserts that fact. task_log_info = {"task_" + k: task_record[k] for k in info_to_monitor} # type: ignore[literal-required] - # TODO: MUST ADD ENV AND ARGS INFO + task_log_info['task_args'] = str(task_record['args']) + task_log_info['task_kwargs'] = str(task_record['kwargs']) task_log_info['run_id'] = self.run_id task_log_info['try_id'] = task_record['try_id'] task_log_info['timestamp'] = datetime.datetime.now() @@ -780,7 +808,8 @@ def launch_task(self, task_record: TaskRecord) -> Future: return exec_fu - def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], func: Callable) -> Tuple[Sequence[Any], Dict[str, Any], + def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], func: Callable, + task_record: TaskRecord) -> Tuple[Sequence[Any], Dict[str, Any], Callable]: """Look for inputs of the app that are files. Give the data manager the opportunity to replace a file with a data future for that file, @@ -801,6 +830,7 @@ def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, inputs = kwargs.get('inputs', []) for idx, f in enumerate(inputs): (inputs[idx], func) = self.data_manager.optionally_stage_in(f, func, executor) + self.register_as_input(f, task_record) for kwarg, f in kwargs.items(): # stdout and stderr files should not be staging in (they will be staged *out* @@ -808,18 +838,23 @@ def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, if kwarg in ['stdout', 'stderr']: continue (kwargs[kwarg], func) = self.data_manager.optionally_stage_in(f, func, executor) + if isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): + self.register_as_input(f, task_record) newargs = list(args) for idx, f in enumerate(newargs): (newargs[idx], func) = self.data_manager.optionally_stage_in(f, func, executor) + if isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): + self.register_as_input(f, task_record) return tuple(newargs), kwargs, func - def _add_output_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], app_fut: AppFuture, func: Callable, task_id: int) -> Callable: + def _add_output_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], app_fut: AppFuture, + func: Callable, task_id: int, task_record: TaskRecord) -> Callable: logger.debug("Adding output dependencies") outputs = kwargs.get('outputs', []) if isinstance(outputs, DynamicFileList): - outputs.set_dataflow(self, executor, self.check_staging_inhibited(kwargs), task_id) + outputs.set_dataflow(self, executor, self.check_staging_inhibited(kwargs), task_id, task_record) outputs.set_parent(app_fut) app_fut._outputs = outputs return func @@ -1054,7 +1089,16 @@ def submit(self, 'time_returned': None, 'try_time_launched': None, 'try_time_returned': None, - 'resource_specification': resource_specification} + 'resource_specification': resource_specification, + 'env': None} + + exec_instance = self.executors[executor] + provider = getattr(exec_instance, 'provider', None) + if provider is not None: + worker_init = getattr(provider, 'worker_init', None) + if worker_init is not None: + task_record['env'] = worker_init + self.update_task_state(task_record, States.unsched) @@ -1072,9 +1116,9 @@ def submit(self, task_record['app_fu'] = app_fu # Transform remote input files to data futures - app_args, app_kwargs, func = self._add_input_deps(executor, app_args, app_kwargs, func) + app_args, app_kwargs, func = self._add_input_deps(executor, app_args, app_kwargs, func, task_record) - func = self._add_output_deps(executor, app_args, app_kwargs, app_fu, func, task_id) + func = self._add_output_deps(executor, app_args, app_kwargs, app_fu, func, task_id, task_record) logger.debug("Added output dependencies") diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 96612d1a2b..d6d5c2014e 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -46,7 +46,8 @@ NODE = 'node' # Node table include node info BLOCK = 'block' # Block table include the status for block polling FILES = 'files' # Files table include file info - +INPUT_FILES = 'input_files' # Input files table include input file info +OUTPUT_FILES = 'output_files' # Output files table include output file info class Database: @@ -163,6 +164,7 @@ class Task(Base): task_inputs = Column('task_inputs', Text, nullable=True) task_outputs = Column('task_outputs', Text, nullable=True) task_args = Column('task_args', Text, nullable=True) + task_kwargs = Column('task_kwargs', Text, nullable=True) task_stdin = Column('task_stdin', Text, nullable=True) task_stdout = Column('task_stdout', Text, nullable=True) task_stderr = Column('task_stderr', Text, nullable=True) @@ -240,15 +242,39 @@ class Files(Base): __tablename__ = FILES file_name = Column('file_name', Text, index=True, nullable=False) file_id = Column('file_id', Text, index=True, nullable=False) - task_run_id = Column('run_id', Text, ForeignKey(TASK + ".run_id"), + task_run_id = Column('run_id', Text, sa.ForeignKey(TASK + ".run_id"), nullable=False) - task_id = Column('task_id', Integer, ForeignKey(TASK + ".task_id"), + task_id = Column('task_id', Integer, sa.ForeignKey(TASK + ".task_id"), nullable=False) - try_id = Column('try_id', Integer, ForeignKey(TRY + ".try_id"), + try_id = Column('try_id', Integer, sa.ForeignKey(TRY + ".try_id"), nullable=False) timestamp = Column('timestamp', DateTime, nullable=True) - Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") - __table_args__ = (PrimaryKeyConstraint('file_id')) + sa.Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") + __table_args__ = (PrimaryKeyConstraint('file_id'),) + + class InputFiles(Base): + __tablename__ = INPUT_FILES + file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), + nullable=False) + task_run_id = Column('run_id', Text, sa.ForeignKey(TASK + ".run_id"), + nullable=False) + task_id = Column('task_id', Integer, sa.ForeignKey(TASK + ".task_id"), + nullable=False) + try_id = Column('try_id', Integer, sa.ForeignKey(TRY + ".try_id"), + nullable=False) + __table_args__ = (PrimaryKeyConstraint('file_id'),) + + class OutputFiles(Base): + __tablename__ = OUTPUT_FILES + file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), + nullable=False) + task_run_id = Column('run_id', Text, sa.ForeignKey(TASK + ".run_id"), + nullable=False) + task_id = Column('task_id', Integer, sa.ForeignKey(TASK + ".task_id"), + nullable=False) + try_id = Column('try_id', Integer, sa.ForeignKey(TRY + ".try_id"), + nullable=False) + __table_args__ = (PrimaryKeyConstraint('file_id'),) class Resource(Base): __tablename__ = RESOURCE @@ -379,6 +405,8 @@ def start(self, like inserted_tasks but for Files """ inserted_files = set() # type: Set[Any] + input_inserted_files = dict() # type: Dict[Str, List[Str]] + output_inserted_files = dict() # type: Dict[Str, List[Str]] # for any task ID, we can defer exactly one message, which is the # assumed-to-be-unique first message (with first message flag set). @@ -426,6 +454,8 @@ def start(self, task_info_update_messages, task_info_insert_messages, task_info_all_messages = [], [], [] try_update_messages, try_insert_messages, try_all_messages = [], [], [] file_update_messages, file_insert_messages, file_all_messages = [], [], [] + input_file_update_messages, input_file_insert_messages, input_file_all_messages = [], [], [] + output_file_update_messages, output_file_insert_messages, output_file_all_messages = [], [], [] for msg_type, msg in priority_messages: if msg_type == MessageType.WORKFLOW_INFO: if "python_version" in msg: # workflow start message @@ -470,6 +500,24 @@ def start(self, else: inserted_files.add(file_id) file_insert_messages.append(msg) + elif msg_type == MessageType.INPUT_FILE: + file_id = msg['file_id'] + input_file_all_messages.append(msg) + identifier = f"{msg['run_it']}.{msg['task_id']}.{msg['try_id']}" + if file_id not in input_inserted_files: + input_inserted_files[file_id] = [] + if identifier not in input_inserted_files[file_id]: + input_inserted_files[file_id].append(identifier) + input_file_insert_messages.append(msg) + elif msg_type == MessageType.OUTPUT_FILE: + file_id = msg['file_id'] + output_file_all_messages.append(msg) + identifier = f"{msg['run_it']}.{msg['task_id']}.{msg['try_id']}" + if file_id not in output_inserted_files: + output_inserted_files[file_id] = [] + if identifier not in output_inserted_files[file_id]: + output_inserted_files[file_id].append(identifier) + output_file_insert_messages.append(msg) else: raise RuntimeError("Unexpected message type {} received on priority queue".format(msg_type)) @@ -511,6 +559,17 @@ def start(self, self._update(table=FILES, columns=['timestamp'], messages=file_update_messages) + + if input_file_insert_messages: + logger.debug("Inserting {} INPUT_FILE to input_files table".format(len(input_file_insert_messages))) + self._insert(table=INPUT_FILES, messages=input_file_insert_messages) + logger.debug("There are {} inserted input file records".format(len(input_inserted_files))) + + if output_file_insert_messages: + logger.debug("Inserting {} OUTPUT_FILE to output_files table".format(len(output_file_insert_messages))) + self._insert(table=OUTPUT_FILES, messages=output_file_insert_messages) + logger.debug("There are {} inserted output file records".format(len(output_inserted_files))) + if try_insert_messages: logger.debug("Inserting {} TASK_INFO to try table".format(len(try_insert_messages))) self._insert(table=TRY, messages=try_insert_messages) diff --git a/parsl/monitoring/message_type.py b/parsl/monitoring/message_type.py index e177a33cf2..46d840a5b6 100644 --- a/parsl/monitoring/message_type.py +++ b/parsl/monitoring/message_type.py @@ -20,3 +20,5 @@ class MessageType(Enum): # Reports file info FILE_INFO = 5 + INPUT_FILE = 6 + OUTPUT_FILE = 7 From efc3b14bd280f1b479a3668ade2f763074fbf9c9 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Mon, 17 Jun 2024 13:23:18 -0500 Subject: [PATCH 07/59] fixed error where uuid's were not strings --- parsl/dataflow/dflow.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index d0c08ed445..b89cf0a65b 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -85,7 +85,6 @@ def __init__(self, config: Config) -> None: A specification of all configuration options. For more details see the :class:~`parsl.config.Config` documentation. """ - # this will be used to check cleanup only happens once self.cleanup_called = False @@ -241,7 +240,7 @@ def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.Dy info_to_monitor = ['file_name', 'file_id', 'run_id', 'task_id', 'timestamp'] file_log_info = {'file_name': file.filename, - 'file_id': file.uuid, + 'file_id': str(file.uuid), 'run_id': self.run_id, 'task_id': task_record['id'], 'try_id': task_record['try_id'], @@ -268,7 +267,7 @@ def _create_file_io_info(self, file: Union[File, DataFuture, DynamicFileList.Dyn """ Create the dictionary that will be included in the log. """ - file_io_info = {'file_id': file.uuid, + file_io_info = {'file_id': str(file.uuid), 'run_id': self.run_id, 'task_id': task_record['id'], 'try_id': task_record['try_id'], From 222166a505549627e2a5530ef5c05f3e212a8b22 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Mon, 17 Jun 2024 13:25:59 -0500 Subject: [PATCH 08/59] fixed typos in names --- parsl/monitoring/db_manager.py | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index d6d5c2014e..9ed9ad9b37 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -492,7 +492,7 @@ def start(self, if task_try_id in deferred_resource_messages: reprocessable_first_resource_messages.append( deferred_resource_messages.pop(task_try_id)) - elif msg_type == MessageType.FILES_INFO: + elif msg_type == MessageType.FILE_INFO: file_id = msg['file_id'] file_all_messages.append(msg) if file_id in inserted_files: @@ -503,7 +503,7 @@ def start(self, elif msg_type == MessageType.INPUT_FILE: file_id = msg['file_id'] input_file_all_messages.append(msg) - identifier = f"{msg['run_it']}.{msg['task_id']}.{msg['try_id']}" + identifier = f"{msg['run_id']}.{msg['task_id']}.{msg['try_id']}" if file_id not in input_inserted_files: input_inserted_files[file_id] = [] if identifier not in input_inserted_files[file_id]: @@ -512,7 +512,7 @@ def start(self, elif msg_type == MessageType.OUTPUT_FILE: file_id = msg['file_id'] output_file_all_messages.append(msg) - identifier = f"{msg['run_it']}.{msg['task_id']}.{msg['try_id']}" + identifier = f"{msg['run_id']}.{msg['task_id']}.{msg['try_id']}" if file_id not in output_inserted_files: output_inserted_files[file_id] = [] if identifier not in output_inserted_files[file_id]: @@ -555,7 +555,7 @@ def start(self, "There are {} inserted file records".format(len(inserted_files))) if file_update_messages: - logger.debug("Updating {} FILES_INFO into files table".format(len(file_update_messages))) + logger.debug("Updating {} FILE_INFO into files table".format(len(file_update_messages))) self._update(table=FILES, columns=['timestamp'], messages=file_update_messages) @@ -712,7 +712,7 @@ def _migrate_logs_to_internal(self, logs_queue: queue.Queue, queue_tag: str, kil logger.error(f"Discarding because unknown queue tag '{queue_tag}', message: {x}") def _dispatch_to_internal(self, x: Tuple) -> None: - if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO]: + if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE]: self.pending_priority_queue.put(cast(Any, x)) elif x[0] == MessageType.RESOURCE_INFO: body = x[1] @@ -725,9 +725,6 @@ def _dispatch_to_internal(self, x: Tuple) -> None: elif x[0] == MessageType.BLOCK_INFO: logger.info("Will put {} to pending block queue".format(x[1])) self.pending_block_queue.put(x[-1]) - elif x[0] == MessageType.FILE_INFO: - logger.info("Will put {} to pending file queue".format(x[1])) - self.pending_file_queue.put(x[-1]) else: logger.error("Discarding message of unknown type {}".format(x[0])) From 92597f663d1ec1099c149b8dc99343080e23dedb Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 18 Jun 2024 10:22:48 -0500 Subject: [PATCH 09/59] initial working version --- parsl/app/futures.py | 15 +++++++++++---- parsl/dataflow/dflow.py | 6 +++--- parsl/monitoring/db_manager.py | 27 ++++++++++++++------------- 3 files changed, 28 insertions(+), 20 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index a08d3c3b0a..fea427eccf 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -2,7 +2,7 @@ """ import logging from concurrent.futures import Future -from typing import Optional +from typing import Optional, Any from datetime import datetime import typeguard @@ -31,15 +31,18 @@ def parent_callback(self, parent_fu): Returns: - None """ - e = parent_fu._exception if e: self.set_exception(e) else: self.set_result(self.file_obj) + self.file_obj.timestamp = datetime.now() + if self.data_flow_kernel: + self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) @typeguard.typechecked - def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None) -> None: + def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None, app_fut: Optional[Future] = None, + dfk: Optional[Any] = None) -> None: """Construct the DataFuture object. If the file_obj is a string convert to a File. @@ -58,7 +61,11 @@ def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None) -> No else: raise ValueError("DataFuture must be initialized with a File, not {}".format(type(file_obj))) self.parent = fut - + if app_fut: + self.app_fut = app_fut + else: + self.app_fut = fut + self.data_flow_kernel = dfk self.parent.add_done_callback(self.parent_callback) logger.debug("Creating DataFuture with parent: %s and file: %s", self.parent, repr(self.file_obj)) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index b89cf0a65b..d8fdd7de13 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -882,10 +882,10 @@ def stageout_one_file(file: File, rewritable_func: Callable): stageout_fut = self.data_manager.stage_out(f_copy, executor, app_fut) if stageout_fut: logger.debug("Adding a dependency on stageout future for {}".format(repr(file))) - df = DataFuture(stageout_fut, file, tid=app_fut.tid) + df = DataFuture(stageout_fut, file, tid=app_fut.tid, app_fut=app_fut, dfk=self) else: logger.debug("No stageout dependency for {}".format(repr(file))) - df = DataFuture(app_fut, file, tid=app_fut.tid) + df = DataFuture(app_fut, file, tid=app_fut.tid, app_fut=app_fut, dfk=self) # this is a hook for post-task stageout # note that nothing depends on the output - which is maybe a bug @@ -894,7 +894,7 @@ def stageout_one_file(file: File, rewritable_func: Callable): return rewritable_func, f_copy, df else: logger.debug("Not performing output staging for: {}".format(repr(file))) - return rewritable_func, file, DataFuture(app_fut, file, tid=app_fut.tid) + return rewritable_func, file, DataFuture(app_fut, file, tid=app_fut.tid, app_fut=app_fut, dfk=self) for idx, file in enumerate(outputs): func, outputs[idx], o = stageout_one_file(file, func) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 9ed9ad9b37..071e4c8d74 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -242,11 +242,11 @@ class Files(Base): __tablename__ = FILES file_name = Column('file_name', Text, index=True, nullable=False) file_id = Column('file_id', Text, index=True, nullable=False) - task_run_id = Column('run_id', Text, sa.ForeignKey(TASK + ".run_id"), + run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, sa.ForeignKey(TASK + ".task_id"), + task_id = Column('task_id', Integer, nullable=False) - try_id = Column('try_id', Integer, sa.ForeignKey(TRY + ".try_id"), + try_id = Column('try_id', Integer, nullable=False) timestamp = Column('timestamp', DateTime, nullable=True) sa.Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") @@ -256,11 +256,11 @@ class InputFiles(Base): __tablename__ = INPUT_FILES file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), nullable=False) - task_run_id = Column('run_id', Text, sa.ForeignKey(TASK + ".run_id"), + run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, sa.ForeignKey(TASK + ".task_id"), + task_id = Column('task_id', Integer, nullable=False) - try_id = Column('try_id', Integer, sa.ForeignKey(TRY + ".try_id"), + try_id = Column('try_id', Integer, nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) @@ -268,11 +268,11 @@ class OutputFiles(Base): __tablename__ = OUTPUT_FILES file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), nullable=False) - task_run_id = Column('run_id', Text, sa.ForeignKey(TASK + ".run_id"), + run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, sa.ForeignKey(TASK + ".task_id"), + task_id = Column('task_id', Integer, nullable=False) - try_id = Column('try_id', Integer, sa.ForeignKey(TRY + ".try_id"), + try_id = Column('try_id', Integer, nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) @@ -404,7 +404,7 @@ def start(self, """ like inserted_tasks but for Files """ - inserted_files = set() # type: Set[Any] + inserted_files = dict() # type: Dict[Str, DateTime] input_inserted_files = dict() # type: Dict[Str, List[Str]] output_inserted_files = dict() # type: Dict[Str, List[Str]] @@ -495,10 +495,11 @@ def start(self, elif msg_type == MessageType.FILE_INFO: file_id = msg['file_id'] file_all_messages.append(msg) - if file_id in inserted_files: + if file_id in inserted_files and inserted_files[file_id] is None: + inserted_files[file_id] = msg['timestamp'] file_update_messages.append(msg) else: - inserted_files.add(file_id) + inserted_files[file_id] = None file_insert_messages.append(msg) elif msg_type == MessageType.INPUT_FILE: file_id = msg['file_id'] @@ -712,7 +713,7 @@ def _migrate_logs_to_internal(self, logs_queue: queue.Queue, queue_tag: str, kil logger.error(f"Discarding because unknown queue tag '{queue_tag}', message: {x}") def _dispatch_to_internal(self, x: Tuple) -> None: - if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE]: + if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE, MessageType.OUTPUT_FILE]: self.pending_priority_queue.put(cast(Any, x)) elif x[0] == MessageType.RESOURCE_INFO: body = x[1] From 632890b584da7213b2784a4c7c4f038571975c21 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Thu, 27 Jun 2024 15:26:08 -0500 Subject: [PATCH 10/59] added flask-wtf to monitoring requirements for form processing --- setup.py | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.py b/setup.py index dae3e64ca4..558dea00b0 100755 --- a/setup.py +++ b/setup.py @@ -15,6 +15,7 @@ 'networkx>=2.5,<2.6', 'Flask>=1.0.2', 'flask_sqlalchemy', + 'Flask-WTF', 'pandas<2.2', 'plotly', 'python-daemon' From 17e5c43ce4f5f681c880eadf8ce23e17de616fca Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Thu, 27 Jun 2024 15:29:12 -0500 Subject: [PATCH 11/59] added file size and md5sum tracking for files --- parsl/app/futures.py | 4 ++++ parsl/data_provider/files.py | 2 ++ parsl/dataflow/dflow.py | 6 +++--- 3 files changed, 9 insertions(+), 3 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index fea427eccf..afaa2d60b8 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -1,6 +1,8 @@ """This module implements DataFutures. """ +from hashlib import md5 import logging +from os import stat from concurrent.futures import Future from typing import Optional, Any from datetime import datetime @@ -37,6 +39,8 @@ def parent_callback(self, parent_fu): else: self.set_result(self.file_obj) self.file_obj.timestamp = datetime.now() + self.file_obj.size = stat(self.file_obj.filepath).st_size + self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() if self.data_flow_kernel: self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index c00d21e3c8..961b6415d2 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -49,6 +49,8 @@ def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = self.path = parsed_url.path self.filename = os.path.basename(self.path) self.timestamp = timestamp + self.size = None + self.md5sum = None self.local_path: Optional[str] = None if uu_id is not None: self.uuid = uu_id diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index d8fdd7de13..35ffdff61c 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -237,14 +237,14 @@ def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.Dy """ Create the dictionary that will be included in the log. """ - info_to_monitor = ['file_name', 'file_id', 'run_id', 'task_id', 'timestamp'] - file_log_info = {'file_name': file.filename, 'file_id': str(file.uuid), 'run_id': self.run_id, 'task_id': task_record['id'], 'try_id': task_record['try_id'], - 'timestamp': file.timestamp + 'timestamp': file.timestamp, + 'size': file.size, + 'md5sum': file.md5sum } return file_log_info From d8df5fed51f8d6e3356dccccafcf563241d2b024 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Thu, 27 Jun 2024 15:29:39 -0500 Subject: [PATCH 12/59] fixed issue with clean_copy in dynamic files --- parsl/data_provider/data_manager.py | 2 +- parsl/data_provider/dynamic_files.py | 26 ++++++++++++++++++++++++++ 2 files changed, 27 insertions(+), 1 deletion(-) diff --git a/parsl/data_provider/data_manager.py b/parsl/data_provider/data_manager.py index f6789c39a6..cc76b6b35a 100644 --- a/parsl/data_provider/data_manager.py +++ b/parsl/data_provider/data_manager.py @@ -65,7 +65,7 @@ def optionally_stage_in(self, input, func, executor): # TODO NEED TO TRACK FILE IF IT IS EMPTY pass else: - file = input.file_obj.file_obj.cleancopy() + file = input.cleancopy() # replace the input DataFuture with a new DataFuture which will complete at # the same time as the original one, but will contain the newly # copied file diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index d4d170ef75..be050b94a4 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -108,6 +108,11 @@ def set(self, file_obj: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): self._is_df = isinstance(self.file_obj, DataFuture) self.parent.add_done_func(self.file_obj.filename, self.done) + def cleancopy(self): + if self._is_df: + return self.file_obj.file_obj.cleancopy() + return self.file_obj.cleancopy() + def convert_to_df(self): """Convert the file_obj to a DataFuture.""" if not self._is_df: @@ -147,6 +152,22 @@ def filename(self): return None return self.file_obj.filepath + @property + def size(self): + if self._empty: + return None + if self._is_df: + return self.file_obj.file_obj.size + return self.file_obj.size + + @property + def md5sum(self): + if self._empty: + return None + if self._is_df: + return self.file_obj.file_obj.md5sum + return self.file_obj.md5sum + def cancel(self): """Not implemented""" raise NotImplementedError("Cancel not implemented") @@ -484,6 +505,11 @@ def __setitem__(self, key: int, value: Union[File, DataFuture, 'DynamicFileList. self._last_idx = max(self._last_idx, key) self._call_callbacks() self.stage_file(key) + elif value.uuid == super().__getitem__(key).uuid: + if isinstance(value, DynamicFileList.DynamicFile): + super().__getitem__(key).set(value.file_obj) + else: + super().__getitem__(key).set(value) else: raise ValueError("Cannot set a value that is not empty") # if not isinstance(value, self.DynamicFile): From b16cad6b400c60ded61377b566caa52e4baad999 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Thu, 27 Jun 2024 15:33:57 -0500 Subject: [PATCH 13/59] added initial provenance interface to flask pages --- .gitignore | 10 +++ parsl/monitoring/db_manager.py | 17 +++- parsl/monitoring/visualization/app.py | 1 + parsl/monitoring/visualization/form_fields.py | 8 ++ parsl/monitoring/visualization/models.py | 32 ++++++++ .../visualization/templates/file_detail.html | 27 +++++++ .../visualization/templates/files.html | 45 +++++++++++ .../templates/files_workflow.html | 47 +++++++++++ .../visualization/templates/layout.html | 1 + .../templates/workflows_summary.html | 2 + parsl/monitoring/visualization/views.py | 77 +++++++++++++++++-- 11 files changed, 257 insertions(+), 10 deletions(-) create mode 100644 parsl/monitoring/visualization/form_fields.py create mode 100644 parsl/monitoring/visualization/templates/file_detail.html create mode 100644 parsl/monitoring/visualization/templates/files.html create mode 100644 parsl/monitoring/visualization/templates/files_workflow.html diff --git a/.gitignore b/.gitignore index acdb6254d1..3e0d85f0bc 100644 --- a/.gitignore +++ b/.gitignore @@ -120,3 +120,13 @@ ENV/ # emacs buffers \#* + +runinfo* +parsl/tests/.pytest* + +# documentation generation +docs/stubs/* +docs/1-parsl-introduction.ipynb + +/tmp +parsl/data_provider/dyn.new.py diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 071e4c8d74..d693843ae1 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -249,6 +249,8 @@ class Files(Base): try_id = Column('try_id', Integer, nullable=False) timestamp = Column('timestamp', DateTime, nullable=True) + size = Column('size', BigInteger, nullable=True) + md5sum = Column('md5sum', Text, nullable=True) sa.Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") __table_args__ = (PrimaryKeyConstraint('file_id'),) @@ -404,7 +406,7 @@ def start(self, """ like inserted_tasks but for Files """ - inserted_files = dict() # type: Dict[Str, DateTime] + inserted_files = dict() # type: Dict[Str, Dict[Str, Union[None, datetime.datetime, Str, int]]] input_inserted_files = dict() # type: Dict[Str, List[Str]] output_inserted_files = dict() # type: Dict[Str, List[Str]] @@ -495,11 +497,18 @@ def start(self, elif msg_type == MessageType.FILE_INFO: file_id = msg['file_id'] file_all_messages.append(msg) - if file_id in inserted_files and inserted_files[file_id] is None: - inserted_files[file_id] = msg['timestamp'] + if file_id in inserted_files: + if inserted_files[file_id]['timestamp'] is None: + inserted_files[file_id] = msg['timestamp'] + if inserted_files[file_id]['size'] is None: + inserted_files[file_id] = msg['size'] + if inserted_files[file_id]['md5sum'] is None: + inserted_files[file_id] = msg['md5sum'] file_update_messages.append(msg) else: - inserted_files[file_id] = None + inserted_files[file_id] = {'size': msg['size'], + 'md5sum': msg['md5sum'], + 'timestamp': msg['timestamp']} file_insert_messages.append(msg) elif msg_type == MessageType.INPUT_FILE: file_id = msg['file_id'] diff --git a/parsl/monitoring/visualization/app.py b/parsl/monitoring/visualization/app.py index e0c9510ee8..069eb2f598 100644 --- a/parsl/monitoring/visualization/app.py +++ b/parsl/monitoring/visualization/app.py @@ -23,6 +23,7 @@ def cli_run(): app = Flask(__name__) app.config['SQLALCHEMY_DATABASE_URI'] = args.db_path app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False + app.config['SECRET_KEY'] = os.urandom(24) db.init_app(app) with app.app_context(): diff --git a/parsl/monitoring/visualization/form_fields.py b/parsl/monitoring/visualization/form_fields.py new file mode 100644 index 0000000000..d19123b079 --- /dev/null +++ b/parsl/monitoring/visualization/form_fields.py @@ -0,0 +1,8 @@ +from flask_wtf import FlaskForm +from wtforms import StringField, SubmitField +from wtforms.validators import DataRequired + + +class FileForm(FlaskForm): + file_name = StringField('File Name', validators=[DataRequired()]) + submit = SubmitField('Submit') diff --git a/parsl/monitoring/visualization/models.py b/parsl/monitoring/visualization/models.py index dd39c1d961..306ae05ebc 100644 --- a/parsl/monitoring/visualization/models.py +++ b/parsl/monitoring/visualization/models.py @@ -67,11 +67,43 @@ class Task(db.Model): task_stdin = db.Column('task_stdin', db.Text, nullable=True) task_stdout = db.Column('task_stdout', db.Text, nullable=True) task_stderr = db.Column('task_stderr', db.Text, nullable=True) + task_env = db.Column('task_env', db.Text, nullable=True) __table_args__ = ( db.PrimaryKeyConstraint('task_id', 'run_id'), ) +class Files(db.Model): + __tablename__ = 'files' + file_name = db.Column('file_name', db.Text, index=True, nullable=False) + file_id = db.Column('file_id', db.Text, index=True, nullable=False) + run_id = db.Column('run_id', db.Text, nullable=False) + task_id = db.Column('task_id', db.Integer, nullable=False) + try_id = db.Column('try_id', db.Integer, nullable=False) + timestamp = db.Column('timestamp', db.DateTime, nullable=True) + size = db.Column('size', db.BigInteger, nullable=True) + md5sum = db.Column('md5sum', db.Text, nullable=True) + __table_args__ = (db.PrimaryKeyConstraint('file_id'),) + + +class InputFiles(db.Model): + __tablename__ = 'input_files' + file_id = db.Column('file_id', db.Text, nullable=False) + run_id = db.Column('run_id', db.Text, nullable=False) + task_id = db.Column('task_id', db.Integer, nullable=False) + try_id = db.Column('try_id', db.Integer, nullable=False) + __table_args__ = (db.PrimaryKeyConstraint('file_id'),) + + +class OutputFiles(db.Model): + __tablename__ = 'output_files' + file_id = db.Column('file_id', db.Text, nullable=False) + run_id = db. Column('run_id', db.Text, nullable=False) + task_id = db.Column('task_id', db.Integer, nullable=False) + try_id = db.Column('try_id', db.Integer, nullable=False) + __table_args__ = (db.PrimaryKeyConstraint('file_id'),) + + class Resource(db.Model): __tablename__ = RESOURCE task_id = db.Column('task_id', db.Integer, db.ForeignKey( diff --git a/parsl/monitoring/visualization/templates/file_detail.html b/parsl/monitoring/visualization/templates/file_detail.html new file mode 100644 index 0000000000..5602696f61 --- /dev/null +++ b/parsl/monitoring/visualization/templates/file_detail.html @@ -0,0 +1,27 @@ +{% extends "layout.html" %} + +{% block content %} + +
+

File Details

+ + + + + + {% if file_details['timestamp'] %} + + {% endif %} + + {% if output_file %} + + {% endif %} + {% if input_files %} + + {% endif %} +
Name:{{ file_details['file_name'] }}
Id:{{ file_details['file_id'] }}
Size:{{ file_details['file_size'] }}
md5sum:{{ file_details['md5sum'] }}
Creation date:{{ file_details['timestamp'] | timeformat }}
Workflow:{{ workflow.workflow_name }}
Created by:{{ tasks[output_file['task_id']]['task_func_name'] }}
Used by: + {% for input in input_files %} + {{ tasks[input['task_id']]['task_func_name'] }}
+ {% endfor %} +
+{% endblock %} \ No newline at end of file diff --git a/parsl/monitoring/visualization/templates/files.html b/parsl/monitoring/visualization/templates/files.html new file mode 100644 index 0000000000..a03115737e --- /dev/null +++ b/parsl/monitoring/visualization/templates/files.html @@ -0,0 +1,45 @@ +{% extends "layout.html" %} + +{% block content %} + +
+

File Provenance

+ + Files by workflow. +

+ Search for a specific file: +

+ {{ form.hidden_tag() }} + {{ form.file_name.label }} {{ form.file_name(size=32) }} + {{ form.submit() }} +
+ {% if form.file_name.errors %} +
    + {% for error in form.file_name.errors %} +
  • {{ error }}
    • + {% endfor %} +
+{% endif %} +{% if file_list is defined and file_list %} + + + + + + + + + + {% for file in file_list %} + + + + + + {% endfor %} + +
File NameFile SizeCreated
{{ file['file_name'] }}{{ file['file_size'] }}{{ file['timestamp'] | timeformat }}
+ +{% endif %} + +{% endblock %} \ No newline at end of file diff --git a/parsl/monitoring/visualization/templates/files_workflow.html b/parsl/monitoring/visualization/templates/files_workflow.html new file mode 100644 index 0000000000..a31684df73 --- /dev/null +++ b/parsl/monitoring/visualization/templates/files_workflow.html @@ -0,0 +1,47 @@ +{% extends "layout.html" %} + +{% block content %} + +
+ +

Files for Workflow {{ workflow['name'] }}

+ + + + + + + + + + + + {% for tid, task in tasks | dictsort %} + + + + + + + {% endfor %} + + +
TaskTask IdInput FilesOutput Files
{{ task['task_func_name'] }}{{ task['task_id'] }} + {% if task['task_inputs'] %} + {% for input in task_files[tid]['inputs'] %} + {{ input['file_name'] }}
+ {% endfor %} + {% else %} + None + {% endif %} + 		+ {% if task['task_outputs'] %} + {% for output in task_files[tid]['outputs'] %} + {{ output['file_name'] }}
+ {% endfor %} + {% else %} + None + {% endif %} +
+ +{% endblock %} \ No newline at end of file diff --git a/parsl/monitoring/visualization/templates/layout.html b/parsl/monitoring/visualization/templates/layout.html index 0b25df42b5..dc03c4f54a 100644 --- a/parsl/monitoring/visualization/templates/layout.html +++ b/parsl/monitoring/visualization/templates/layout.html @@ -36,6 +36,7 @@ Workflows (current) + File Provenance Documentation diff --git a/parsl/monitoring/visualization/templates/workflows_summary.html b/parsl/monitoring/visualization/templates/workflows_summary.html index 277e2fea70..f1dde49a87 100644 --- a/parsl/monitoring/visualization/templates/workflows_summary.html +++ b/parsl/monitoring/visualization/templates/workflows_summary.html @@ -14,6 +14,7 @@

Workflows

Status Runtime (s) Tasks + Files @@ -29,6 +30,7 @@

Workflows

{{ w['tasks_failed_count'] }} + files {% endfor %} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 8e34119143..b41c2e6ccf 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -1,27 +1,37 @@ import pandas as pd from flask import current_app as app -from flask import render_template +from flask import render_template, request import parsl.monitoring.queries.pandas as queries -from parsl.monitoring.visualization.models import Status, Task, Workflow, db +from parsl.monitoring.visualization.models import ( + Status, + Task, + Workflow, + db, + Files, + InputFiles, + OutputFiles + ) from parsl.monitoring.visualization.plots.default.task_plots import ( time_series_memory_per_task_plot, -) + ) from parsl.monitoring.visualization.plots.default.workflow_plots import ( task_gantt_plot, task_per_app_plot, workflow_dag_plot, -) + ) from parsl.monitoring.visualization.plots.default.workflow_resource_plots import ( resource_distribution_plot, resource_efficiency, worker_efficiency, -) + ) -dummy = True +from parsl.monitoring.visualization.form_fields import FileForm import datetime +dummy = True + def format_time(value): if value is None: @@ -59,6 +69,61 @@ def index(): return render_template('workflows_summary.html', workflows=workflows) +@app.route('/files//') +def file(file_id): + file_details = Files.query.filter_by(file_id=file_id).first() + input_files = InputFiles.query.filter_by(file_id=file_id).all() + output_file = OutputFiles.query.filter_by(file_id=file_id).first() + task_ids = set() + for f in input_files: + task_ids.add(f.task_id) + if output_file: + task_ids.add(output_file.task_id) + tasks = {} + for tid in task_ids: + tasks[tid] = Task.query.filter_by(run_id=file_details.run_id, task_id=tid).first() + workflow_details = Workflow.query.filter_by(run_id=file_details.run_id).first() + + return render_template('file_detail.html', file_details=file_details, + input_files=input_files, output_file=output_file, + tasks=tasks, workflow=workflow_details) + + +@app.route('/files', methods=['GET', 'POST']) +def files(): + form = FileForm() + if request.method == 'POST': + file_list = [] + if form.validate_on_submit(): + if '%' in form.file_name.data: + file_list = Files.query.filter(Files.file_name.like(form.file_name.data)).all() + else: + file_list = Files.query.filter_by(file_name=form.file_name.data).all() + return render_template('files.html', form=form, file_list=file_list) + return render_template('files.html', form=form) + + +@app.route('/files/workflow//') +def files_workflow(workflow_id): + workflow_files = Files.query.filter_by(run_id=workflow_id).all() + workflow_details = Workflow.query.filter_by(run_id=workflow_id).first() + task_ids = set() + files_by_task = {} + file_details = {} + for wf in workflow_files: + file_details[wf.file_id] = wf + task_ids.add(wf.task_id) + tasks = {} + + for tid in task_ids: + tasks[tid] = Task.query.filter_by(run_id=workflow_id, task_id=tid).first() + files_by_task[tid] = {'inputs': InputFiles.query.filter_by(run_id=workflow_id, task_id=tid).all(), + 'outputs': OutputFiles.query.filter_by(run_id=workflow_id, task_id=tid).all()} + + return render_template('files_workflow.html', workflow=workflow_details, + task_files=files_by_task, tasks=tasks) + + @app.route('/workflow//') def workflow(workflow_id): workflow_details = Workflow.query.filter_by(run_id=workflow_id).first() From 0275b28546d8869843099ab7f618b4a07be88ae3 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Mon, 1 Jul 2024 09:50:18 -0500 Subject: [PATCH 14/59] indentation fix --- parsl/dataflow/dflow.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 35ffdff61c..18132ab959 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -264,15 +264,15 @@ def register_as_output(self, f: Union(DynamicFileList.DynamicFile, File, DataFut def _create_file_io_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], task_record: TaskRecord) -> Dict[str, Any]: - """ - Create the dictionary that will be included in the log. - """ + """ + Create the dictionary that will be included in the log. + """ file_io_info = {'file_id': str(file.uuid), 'run_id': self.run_id, 'task_id': task_record['id'], 'try_id': task_record['try_id'], } - return file_io_info + return file_io_info def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: """ From 3a1238bcf03d5abb6d79b04bf44851e7d15a2204 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Mon, 1 Jul 2024 10:42:03 -0500 Subject: [PATCH 15/59] fixed database code for provenance tracking --- parsl/app/futures.py | 27 +++++++++++++++++++++++---- parsl/monitoring/db_manager.py | 15 ++++++++++----- 2 files changed, 33 insertions(+), 9 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index afaa2d60b8..a5f3070fb8 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -1,8 +1,9 @@ """This module implements DataFutures. """ +import os.path from hashlib import md5 import logging -from os import stat +from os import stat, path from concurrent.futures import Future from typing import Optional, Any from datetime import datetime @@ -38,9 +39,12 @@ def parent_callback(self, parent_fu): self.set_exception(e) else: self.set_result(self.file_obj) - self.file_obj.timestamp = datetime.now() - self.file_obj.size = stat(self.file_obj.filepath).st_size - self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() + if not self.file_obj.timestamp: + self.file_obj.timestamp = datetime.now() + if not self.file_obj.size: + self.file_obj.size = stat(self.file_obj.filepath).st_size + if not self.file_obj.md5sum: + self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() if self.data_flow_kernel: self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) @@ -71,6 +75,11 @@ def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None, app_f self.app_fut = fut self.data_flow_kernel = dfk self.parent.add_done_callback(self.parent_callback) + if os.path.exists(file_obj.path): + file_stat = os.stat(file_obj.path) + self.file_obj.timestamp = file_stat.st_ctime + self.file_obj.size = file_stat.st_size + self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() logger.debug("Creating DataFuture with parent: %s and file: %s", self.parent, repr(self.file_obj)) @@ -103,6 +112,16 @@ def timestamp(self): def timestamp(self, value: Optional[datetime]) -> None: self.file_obj.timestamp = value + @property + def size(self): + """Size of the file.""" + return self.file_obj.size + + @property + def md5sum(self): + """MD5 sum of the file.""" + return self.file_obj.md5sum + def cancel(self): raise NotImplementedError("Cancel not implemented") diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index d693843ae1..2dc4b873e0 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -498,13 +498,18 @@ def start(self, file_id = msg['file_id'] file_all_messages.append(msg) if file_id in inserted_files: + changed = False if inserted_files[file_id]['timestamp'] is None: - inserted_files[file_id] = msg['timestamp'] + inserted_files[file_id]['timestamp'] = msg['timestamp'] + changed = True if inserted_files[file_id]['size'] is None: - inserted_files[file_id] = msg['size'] + inserted_files[file_id]['size'] = msg['size'] + changed = True if inserted_files[file_id]['md5sum'] is None: - inserted_files[file_id] = msg['md5sum'] - file_update_messages.append(msg) + inserted_files[file_id]['md5sum'] = msg['md5sum'] + changed = True + if changed: + file_update_messages.append(msg) else: inserted_files[file_id] = {'size': msg['size'], 'md5sum': msg['md5sum'], @@ -567,7 +572,7 @@ def start(self, if file_update_messages: logger.debug("Updating {} FILE_INFO into files table".format(len(file_update_messages))) self._update(table=FILES, - columns=['timestamp'], + columns=['timestamp', 'size', 'md5sum', 'file_id'], messages=file_update_messages) if input_file_insert_messages: From bb013fe5c6a0ee086cedcff73f486da88cc7e686 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 9 Jul 2024 08:59:47 -0500 Subject: [PATCH 16/59] added environment tracking to monitoring --- parsl/app/futures.py | 4 +-- parsl/dataflow/dflow.py | 36 +++++++++++++------ parsl/executors/base.py | 2 ++ parsl/monitoring/db_manager.py | 32 +++++++++++++++-- parsl/monitoring/message_type.py | 1 + parsl/monitoring/queries/pandas.py | 32 +++++++++++++++++ parsl/monitoring/visualization/models.py | 14 +++++++- .../visualization/templates/env.html | 29 +++++++++++++++ .../visualization/templates/file_detail.html | 2 +- .../visualization/templates/files.html | 7 ++-- .../visualization/templates/task.html | 29 +++++++++++++-- parsl/monitoring/visualization/views.py | 25 +++++++++---- 12 files changed, 184 insertions(+), 29 deletions(-) create mode 100644 parsl/monitoring/visualization/templates/env.html diff --git a/parsl/app/futures.py b/parsl/app/futures.py index a5f3070fb8..42237d3887 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -3,7 +3,7 @@ import os.path from hashlib import md5 import logging -from os import stat, path +from os import stat from concurrent.futures import Future from typing import Optional, Any from datetime import datetime @@ -18,7 +18,7 @@ class DataFuture(Future): """A datafuture points at an AppFuture. We are simply wrapping a AppFuture, and adding the specific case where, if - the future is resolved i.e file exists, then the DataFuture is assumed to be + the future is resolved i.e. file exists, then the DataFuture is assumed to be resolved. """ diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 18132ab959..0cf3394291 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -248,6 +248,28 @@ def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.Dy } return file_log_info + def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: + """ + Create the dictionary that will be included in the log. + """ + env_log_info = {'run_id': environ.run_id, + 'environment_id': str(environ.uu_id), + 'label': environ.label + } + + env_log_info['address'] = getattr(environ, 'address', None) + provider= getattr(environ, 'provider', None) + if provider is not None: + env_log_info['provider'] = provider.label + env_log_info['launcher'] = type(getattr(provider, 'launcher', None)) + env_log_info['worker_init'] = getattr(provider, 'worker_init', None) + return env_log_info + + def _register_env(self, environ: ParslExecutor) -> None: + if self.monitoring: + environ_info = self._create_env_log_info(environ) + self.monitoring.send(MessageType.ENVIRONMENT_INFO, environ_info) + def register_as_input(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), task_record: TaskRecord): if self.monitoring: @@ -280,7 +302,7 @@ def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: """ info_to_monitor = ['func_name', 'memoize', 'hashsum', 'fail_count', 'fail_cost', 'status', 'id', 'time_invoked', 'try_time_launched', 'time_returned', 'try_time_returned', 'executor', - 'env'] + 'environment'] # mypy cannot verify that these task_record[k] references are valid: # They are valid if all entries in info_to_monitor are declared in the definition of TaskRecord @@ -1089,16 +1111,8 @@ def submit(self, 'try_time_launched': None, 'try_time_returned': None, 'resource_specification': resource_specification, - 'env': None} - - exec_instance = self.executors[executor] - provider = getattr(exec_instance, 'provider', None) - if provider is not None: - worker_init = getattr(provider, 'worker_init', None) - if worker_init is not None: - task_record['env'] = worker_init - - + 'environment': str(self.executors[executor].uu_id)} + self._register_env(self.executors[executor]) self.update_task_state(task_record, States.unsched) for kw in ['stdout', 'stderr']: diff --git a/parsl/executors/base.py b/parsl/executors/base.py index b00aa55680..49c41ba6a7 100644 --- a/parsl/executors/base.py +++ b/parsl/executors/base.py @@ -2,6 +2,7 @@ from abc import ABCMeta, abstractmethod from concurrent.futures import Future from typing import Any, Callable, Dict, Optional +import uuid from typing_extensions import Literal, Self @@ -61,6 +62,7 @@ def __init__( self.monitoring_radio = monitoring_radio self.run_dir = os.path.abspath(run_dir) self.run_id = run_id + self.uu_id = uuid.uuid1() def __enter__(self) -> Self: return self diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 2dc4b873e0..9be500e93c 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -48,6 +48,7 @@ FILES = 'files' # Files table include file info INPUT_FILES = 'input_files' # Input files table include input file info OUTPUT_FILES = 'output_files' # Output files table include output file info +ENVIRONMENT = 'environment' # Executor table include executor info class Database: @@ -168,7 +169,7 @@ class Task(Base): task_stdin = Column('task_stdin', Text, nullable=True) task_stdout = Column('task_stdout', Text, nullable=True) task_stderr = Column('task_stderr', Text, nullable=True) - task_env = Column('task_env', Text, nullable=True) + task_environment = Column('task_environment', Text, nullable=True) task_time_invoked = Column( 'task_time_invoked', DateTime, nullable=True) @@ -241,6 +242,7 @@ class Block(Base): class Files(Base): __tablename__ = FILES file_name = Column('file_name', Text, index=True, nullable=False) + file_path = Column('file_path', Text, nullable=True) file_id = Column('file_id', Text, index=True, nullable=False) run_id = Column('run_id', Text, nullable=False) @@ -254,6 +256,18 @@ class Files(Base): sa.Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") __table_args__ = (PrimaryKeyConstraint('file_id'),) + class Environment(Base): + __tablename__ = ENVIRONMENT + environment_id = Column('environment_id', Text, nullable=False) + run_id = Column('run_id', Text, nullable=False) + label = Column('label', Text, nullable=False) + address = Column('address', Text, nullable=True) + provider = Column('provider', Text, nullable=True) + launcher = Column('launcher', Text, nullable=True) + worker_init = Column('worker_init', Text, nullable=True) + __table_args__ = (PrimaryKeyConstraint('environment_id'),) + + class InputFiles(Base): __tablename__ = INPUT_FILES file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), @@ -409,6 +423,7 @@ def start(self, inserted_files = dict() # type: Dict[Str, Dict[Str, Union[None, datetime.datetime, Str, int]]] input_inserted_files = dict() # type: Dict[Str, List[Str]] output_inserted_files = dict() # type: Dict[Str, List[Str]] + inserted_envs = set() # type: Set[object] # for any task ID, we can defer exactly one message, which is the # assumed-to-be-unique first message (with first message flag set). @@ -458,6 +473,7 @@ def start(self, file_update_messages, file_insert_messages, file_all_messages = [], [], [] input_file_update_messages, input_file_insert_messages, input_file_all_messages = [], [], [] output_file_update_messages, output_file_insert_messages, output_file_all_messages = [], [], [] + environment_insert_messages = [] for msg_type, msg in priority_messages: if msg_type == MessageType.WORKFLOW_INFO: if "python_version" in msg: # workflow start message @@ -514,7 +530,13 @@ def start(self, inserted_files[file_id] = {'size': msg['size'], 'md5sum': msg['md5sum'], 'timestamp': msg['timestamp']} + file_insert_messages.append(msg) + elif msg_type == MessageType.ENVIRONMENT_INFO: + if msg['environment_id'] not in inserted_envs: + environment_insert_messages.append(msg) + inserted_envs.add(msg['environment_id']) + elif msg_type == MessageType.INPUT_FILE: file_id = msg['file_id'] input_file_all_messages.append(msg) @@ -569,6 +591,12 @@ def start(self, logger.debug( "There are {} inserted file records".format(len(inserted_files))) + if environment_insert_messages: + logger.debug("Inserting {} ENVIRONMENT_INFO to environment table".format(len(environment_insert_messages))) + self._insert(table=ENVIRONMENT, messages=environment_insert_messages) + logger.debug( + "There are {} inserted environment records".format(len(inserted_envs))) + if file_update_messages: logger.debug("Updating {} FILE_INFO into files table".format(len(file_update_messages))) self._update(table=FILES, @@ -727,7 +755,7 @@ def _migrate_logs_to_internal(self, logs_queue: queue.Queue, queue_tag: str, kil logger.error(f"Discarding because unknown queue tag '{queue_tag}', message: {x}") def _dispatch_to_internal(self, x: Tuple) -> None: - if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE, MessageType.OUTPUT_FILE]: + if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE, MessageType.OUTPUT_FILE, MessageType.ENVIRONMENT_INFO]: self.pending_priority_queue.put(cast(Any, x)) elif x[0] == MessageType.RESOURCE_INFO: body = x[1] diff --git a/parsl/monitoring/message_type.py b/parsl/monitoring/message_type.py index 46d840a5b6..80e4caa0fd 100644 --- a/parsl/monitoring/message_type.py +++ b/parsl/monitoring/message_type.py @@ -22,3 +22,4 @@ class MessageType(Enum): FILE_INFO = 5 INPUT_FILE = 6 OUTPUT_FILE = 7 + ENVIRONMENT_INFO = 8 diff --git a/parsl/monitoring/queries/pandas.py b/parsl/monitoring/queries/pandas.py index 9bda8422e7..7dcc9ad885 100644 --- a/parsl/monitoring/queries/pandas.py +++ b/parsl/monitoring/queries/pandas.py @@ -8,6 +8,38 @@ DB = Any +def input_files_for_task(workflow_id: Any, task_id: Any, db: DB) -> pd.DataFrame: + return pd.read_sql_query(""" + SELECT * + FROM input_files, files + WHERE input_files.run_id='%s' AND input_files.task_id='%s' + AND input_files.file_id = files.file_id; + """ % (workflow_id, task_id), db) + + +def output_files_for_task(workflow_id: Any, task_id: Any, db: DB) -> pd.DataFrame: + return pd.read_sql_query(""" + SELECT * + FROM output_files, files + WHERE output_files.run_id='%s' AND output_files.task_id='%s' + AND output_files.file_id = files.file_id; + """ % (workflow_id, task_id), db) + + +def full_task_info(workflow_id: Any, task_id: Any, db: DB) -> pd.DataFrame: + task_details = pd.read_sql_query(""" + SELECT * + FROM task + WHERE run_id='%s' AND task_id='%s'; + """ % (workflow_id, task_id), db) + print(task_details) + if not task_details.empty: + task_details = task_details.iloc[0] + task_details['task_inputs'] = input_files_for_task(workflow_id, task_id, db) + task_details['task_outputs'] = output_files_for_task(workflow_id, task_id, db) + return task_details + + def app_counts_for_workflow(workflow_id: Any, db: DB) -> pd.DataFrame: return pd.read_sql_query(""" SELECT task_func_name, count(*) as 'frequency' diff --git a/parsl/monitoring/visualization/models.py b/parsl/monitoring/visualization/models.py index 306ae05ebc..758f43053c 100644 --- a/parsl/monitoring/visualization/models.py +++ b/parsl/monitoring/visualization/models.py @@ -67,7 +67,7 @@ class Task(db.Model): task_stdin = db.Column('task_stdin', db.Text, nullable=True) task_stdout = db.Column('task_stdout', db.Text, nullable=True) task_stderr = db.Column('task_stderr', db.Text, nullable=True) - task_env = db.Column('task_env', db.Text, nullable=True) + task_environment = db.Column('task_environment', db.Text, nullable=True) __table_args__ = ( db.PrimaryKeyConstraint('task_id', 'run_id'), ) @@ -86,6 +86,18 @@ class Files(db.Model): __table_args__ = (db.PrimaryKeyConstraint('file_id'),) +class Environment(db.Model): + __tablename__ = 'environment' + environment_id = db.Column('environment_id', db.Text, nullable=False) + run_id = db.Column('run_id', db.Text, nullable=False) + label = db.Column('label', db.Text, nullable=False) + address = db.Column('address', db.Text, nullable=True) + provider = db.Column('provider', db.Text, nullable=True) + launcher = db.Column('launcher', db.Text, nullable=True) + worker_init = db.Column('worker_init', db.Text, nullable=True) + __table_args__ = (db.PrimaryKeyConstraint('environment_id'),) + + class InputFiles(db.Model): __tablename__ = 'input_files' file_id = db.Column('file_id', db.Text, nullable=False) diff --git a/parsl/monitoring/visualization/templates/env.html b/parsl/monitoring/visualization/templates/env.html new file mode 100644 index 0000000000..7bab6d89d2 --- /dev/null +++ b/parsl/monitoring/visualization/templates/env.html @@ -0,0 +1,29 @@ +{% extends "layout.html" %} + +{% block content %} + +
+

Executor ({{ environment_details['environment_id'] }})

+
+
+
+
+
    +
  • Environment label: {{ environment_details['workflow_name'] }}
    • +
  • Workflow id: {{ environment_details['run_id'] }}
    • + {% if environment_details['address'] %} +
  • Address: {{ environment_details['address'] }}
    • + {% endif %} + {% if environment_details['provider'] %} +
  • Provider: {{ environment_details['provider'] }}
    • + {% endif %} + {% if environment_details['launcher'] %} +
  • Launcher: {{ environment_details['launcher'] }}
    • + {% endif %} + {% if environment_details['worker_init'] %} +
  • Worker init: {{ environment_details['worker_init'] }}
    • + {% endif %} +
+
+
+{% endblock %} diff --git a/parsl/monitoring/visualization/templates/file_detail.html b/parsl/monitoring/visualization/templates/file_detail.html index 5602696f61..274238a789 100644 --- a/parsl/monitoring/visualization/templates/file_detail.html +++ b/parsl/monitoring/visualization/templates/file_detail.html @@ -7,7 +7,7 @@

File Details

- + {% if file_details['timestamp'] %} diff --git a/parsl/monitoring/visualization/templates/files.html b/parsl/monitoring/visualization/templates/files.html index a03115737e..31f87f8928 100644 --- a/parsl/monitoring/visualization/templates/files.html +++ b/parsl/monitoring/visualization/templates/files.html @@ -20,7 +20,8 @@

File Provenance

{% endfor %} {% endif %} -{% if file_list is defined and file_list %} +{% if file_list is defined %} + {% if file_list %}
Name:{{ file_details['file_name'] }}
Id:{{ file_details['file_id'] }}
Size:{{ file_details['file_size'] }}
Size:{{ file_details['size'] }} bytes
md5sum:{{ file_details['md5sum'] }}
Creation date:{{ file_details['timestamp'] | timeformat }}
@@ -39,7 +40,9 @@

File Provenance

{% endfor %}
- + {% else %} +

No files found.

+ {% endif %} {% endif %} {% endblock %} \ No newline at end of file diff --git a/parsl/monitoring/visualization/templates/task.html b/parsl/monitoring/visualization/templates/task.html index 3e763401f3..5920e6db10 100644 --- a/parsl/monitoring/visualization/templates/task.html +++ b/parsl/monitoring/visualization/templates/task.html @@ -9,13 +9,14 @@

{{ task_details['task_func_name'] }} ({{ task_details['task_id'] }})

    -
  • Workflow name: {{ workflow_details['workflow_name'] }}
    • +
  • Workflow name: {{ workflow_details['workflow_name'] }}
  • Started: {{ workflow_details['time_began'] | timeformat }}
  • Completed: {{ workflow_details['time_completed'] | timeformat }}
  • Workflow duration: {{ (workflow_details['time_began'], workflow_details['time_completed']) | durationformat }}
  • Owner: {{ workflow_details['user'] }}
  • task_func_name: {{ task_details['task_func_name'] }}
  • task_id: {{ task_details['task_id'] }}
    • +
  • Task executor: {{ task_details['task_environment'] }}
  • task_depends: {% if task_details['task_depends'] %} {% for id in task_details['task_depends'].split(",") %} @@ -27,8 +28,30 @@

    {{ task_details['task_func_name'] }} ({{ task_details['task_id'] }})

  • task_time_invoked: {{ task_details['task_time_invoked'] | timeformat }}
  • task_time_returned: {{ task_details['task_time_returned'] | timeformat }}
    • -
  • task_inputs: {{ task_details['task_inputs'] }}
    • -
  • task_outputs: {{ task_details['task_outputs'] }}
    • +
  • File inputs: + {% if not task_details['task_inputs'].empty %} + + {% else %} + None + {% endif %} +
    • +
  • File outputs: + {% if not task_details['task_outputs'].empty %} +
      + {% for ofile in task_details['task_outputs'].itertuples() %} +
    • {{ ofile.file_name }}
      • + {% endfor %} +
    + {% else %} + None + {% endif %} +
    • +
  • task_args: {{ task_details['task_args'] }}
    • +
  • task_kwargs: {{ task_details['task_kwargs'] }}
  • task_stdin: {{ task_details['task_stdin'] }}
  • task_stdout: {{ task_details['task_stdout'] }}
  • task_stderr: {{ task_details['task_stderr'] }}
    • diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index b41c2e6ccf..c4428a4a9b 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -10,7 +10,8 @@ db, Files, InputFiles, - OutputFiles + OutputFiles, + Environment ) from parsl.monitoring.visualization.plots.default.task_plots import ( time_series_memory_per_task_plot, @@ -95,10 +96,14 @@ def files(): if request.method == 'POST': file_list = [] if form.validate_on_submit(): - if '%' in form.file_name.data: - file_list = Files.query.filter(Files.file_name.like(form.file_name.data)).all() + if not form.file_name.data.startswith('%'): + filename = '%' + form.file_name.data else: - file_list = Files.query.filter_by(file_name=form.file_name.data).all() + filename = form.file_name.data + #if '%' in form.file_name.data: + file_list = Files.query.filter(Files.file_name.like(filename)).all() + #else: + # file_list = Files.query.filter_by(file_name=form.file_name.data).all() return render_template('files.html', form=form, file_list=file_list) return render_template('files.html', form=form) @@ -143,6 +148,12 @@ def workflow(workflow_id): task_per_app=task_per_app_plot(df_task_tries, df_status, time_completed=workflow_details.time_completed)) +@app.route('/workflow//environment/') +def environment(workflow_id, environment_id): + environment_details = Environment.query.filter_by(environment_id=environment_id).first() + return render_template('env.html', environment_details=environment_details) + + @app.route('/workflow//app/') def parsl_app(workflow_id, app_name): workflow_details = Workflow.query.filter_by(run_id=workflow_id).first() @@ -179,11 +190,11 @@ def task(workflow_id, task_id): if workflow_details is None: return render_template('error.html', message="Workflow %s could not be found" % workflow_id) - task_details = Task.query.filter_by( - run_id=workflow_id, task_id=task_id).first() + task_details = queries.full_task_info(workflow_id, task_id, db.engine) task_status = Status.query.filter_by( run_id=workflow_id, task_id=task_id).order_by(Status.timestamp) + print(task_details['task_inputs']) df_resources = queries.resources_for_task(workflow_id, task_id, db.engine) return render_template('task.html', @@ -191,7 +202,7 @@ def task(workflow_id, task_id): task_details=task_details, task_status=task_status, time_series_memory_resident=time_series_memory_per_task_plot( - df_resources, 'psutil_process_memory_resident', 'Memory Usage'), + df_resources, 'psutil_process_memory_resident', 'Memory Usage') ) From 45af5f9642075c17a55647447d817f827ba0db1b Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:48:59 -0500 Subject: [PATCH 17/59] added file provenance tracking as an option to monitoring framework --- parsl/dataflow/dflow.py | 10 +++++----- parsl/monitoring/monitoring.py | 8 +++++++- 2 files changed, 12 insertions(+), 6 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 90b929a6ba..339c9635df 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -236,13 +236,13 @@ def __exit__(self, exc_type, exc_value, traceback) -> None: raise InternalConsistencyError(f"Exit case for {mode} should be unreachable, validated by typeguard on Config()") def _send_task_log_info(self, task_record: TaskRecord) -> None: - if self.monitoring: + if self.monitoring and self.monitoring.capture_file_provenance: task_log_info = self._create_task_log_info(task_record) self.monitoring.send(MessageType.TASK_INFO, task_log_info) def _send_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], task_record: TaskRecord) -> None: - if self.monitoring: + if self.monitoring and self.monitoring.capture_file_provenance: file_log_info = self._create_file_log_info(file, task_record) self.monitoring.send(MessageType.FILE_INFO, file_log_info) @@ -280,20 +280,20 @@ def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: return env_log_info def _register_env(self, environ: ParslExecutor) -> None: - if self.monitoring: + if self.monitoring and self.monitoring.capture_file_provenance: environ_info = self._create_env_log_info(environ) self.monitoring.send(MessageType.ENVIRONMENT_INFO, environ_info) def register_as_input(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), task_record: TaskRecord): - if self.monitoring: + if self.monitoring and self.monitoring.capture_file_provenance: self._send_file_log_info(f, task_record) file_input_info = self._create_file_io_info(f, task_record) self.monitoring.send(MessageType.INPUT_FILE, file_input_info) def register_as_output(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), task_record: TaskRecord): - if self.monitoring: + if self.monitoring and self.monitoring.capture_file_provenance: self._send_file_log_info(f, task_record) file_output_info = self._create_file_io_info(f, task_record) self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) diff --git a/parsl/monitoring/monitoring.py b/parsl/monitoring/monitoring.py index f86bf81e87..63a2a5dacc 100644 --- a/parsl/monitoring/monitoring.py +++ b/parsl/monitoring/monitoring.py @@ -47,7 +47,8 @@ def __init__(self, logdir: Optional[str] = None, monitoring_debug: bool = False, resource_monitoring_enabled: bool = True, - resource_monitoring_interval: float = 30): # in seconds + resource_monitoring_interval: float = 30, + capture_file_provenance: bool = False): # in seconds """ Parameters ---------- @@ -86,6 +87,9 @@ def __init__(self, If set to 0, only start and end information will be logged, and no periodic monitoring will be made. Default: 30 seconds + capture_file_provenance : bool + Set this field to True to enable logging of file provenance information. + Default: False """ if _db_manager_excepts: @@ -105,6 +109,8 @@ def __init__(self, self.resource_monitoring_enabled = resource_monitoring_enabled self.resource_monitoring_interval = resource_monitoring_interval + self.capture_file_provenance = capture_file_provenance + def start(self, run_id: str, dfk_run_dir: str, config_run_dir: Union[str, os.PathLike]) -> None: logger.debug("Starting MonitoringHub") From cd99828391ce0657378524d7e3385fca4f3b7945 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:50:32 -0500 Subject: [PATCH 18/59] better reporting on environment --- .../visualization/templates/env.html | 37 ++++++++++++++----- parsl/monitoring/visualization/views.py | 11 +++++- 2 files changed, 38 insertions(+), 10 deletions(-) diff --git a/parsl/monitoring/visualization/templates/env.html b/parsl/monitoring/visualization/templates/env.html index 7bab6d89d2..52292d252c 100644 --- a/parsl/monitoring/visualization/templates/env.html +++ b/parsl/monitoring/visualization/templates/env.html @@ -9,21 +9,40 @@

    Executor ({{ environment_details['environment_id'] }})

      -
    • Environment label: {{ environment_details['workflow_name'] }}
      • -
    • Workflow id: {{ environment_details['run_id'] }}
      • - {% if environment_details['address'] %} +
    • Environment label: {{ environment_details['label'] }}
      • +
    • Workflow id: {{ workflow['workflow_name'] }}
    • Address: {{ environment_details['address'] }}
      • - {% endif %} - {% if environment_details['provider'] %}
    • Provider: {{ environment_details['provider'] }}
      • - {% endif %} - {% if environment_details['launcher'] %}
    • Launcher: {{ environment_details['launcher'] }}
      • - {% endif %} - {% if environment_details['worker_init'] %}
    • Worker init: {{ environment_details['worker_init'] }}
      • + {% if tasks %} +
    • Used by Tasks: + + + + + + + + + {% for name, ids in tasks.items() %} + + + + {% endfor %} + +
      IdName
      {% set first = True %} + {% for i in ids %} + {% if not first %}, {% endif %} + {{ i }} + {% set first = False %} + {% endfor %} + {{ name }}
      + +
      • {% endif %}
    +
{% endblock %} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index c4428a4a9b..82682a4e38 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -151,7 +151,16 @@ def workflow(workflow_id): @app.route('/workflow//environment/') def environment(workflow_id, environment_id): environment_details = Environment.query.filter_by(environment_id=environment_id).first() - return render_template('env.html', environment_details=environment_details) + workflow = Workflow.query.filter_by(run_id=workflow_id).first() + task_list = Task.query.filter_by(task_environment=environment_id).all() + tasks = {} + for task in task_list: + if task.task_func_name not in tasks: + tasks[task.task_func_name] = [] + tasks[task.task_func_name].append(task.task_id) + + return render_template('env.html', environment_details=environment_details, + workflow=workflow, tasks=tasks) @app.route('/workflow//app/') From 558d1704c4ef1aa2951c1356d79e998882cfc294 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:54:00 -0500 Subject: [PATCH 19/59] ensure that files are tagged with the task id that generated them, not the one that used them last --- parsl/dataflow/dflow.py | 17 +++++++++------- parsl/monitoring/db_manager.py | 37 +++++++++++++++++++++++++++++----- 2 files changed, 42 insertions(+), 12 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 339c9635df..55fb17f27d 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -241,9 +241,12 @@ def _send_task_log_info(self, task_record: TaskRecord) -> None: self.monitoring.send(MessageType.TASK_INFO, task_log_info) def _send_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], - task_record: TaskRecord) -> None: + task_record: TaskRecord, is_output:bool) -> None: if self.monitoring and self.monitoring.capture_file_provenance: file_log_info = self._create_file_log_info(file, task_record) + # make sure the task_id is None for inputs + if not is_output: + file_log_info['task_id'] = None self.monitoring.send(MessageType.FILE_INFO, file_log_info) def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], @@ -287,14 +290,14 @@ def _register_env(self, environ: ParslExecutor) -> None: def register_as_input(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), task_record: TaskRecord): if self.monitoring and self.monitoring.capture_file_provenance: - self._send_file_log_info(f, task_record) + self._send_file_log_info(f, task_record, False) file_input_info = self._create_file_io_info(f, task_record) self.monitoring.send(MessageType.INPUT_FILE, file_input_info) def register_as_output(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), task_record: TaskRecord): if self.monitoring and self.monitoring.capture_file_provenance: - self._send_file_log_info(f, task_record) + self._send_file_log_info(f, task_record, True) file_output_info = self._create_file_io_info(f, task_record) self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) @@ -304,10 +307,10 @@ def _create_file_io_info(self, file: Union[File, DataFuture, DynamicFileList.Dyn Create the dictionary that will be included in the log. """ file_io_info = {'file_id': str(file.uuid), - 'run_id': self.run_id, - 'task_id': task_record['id'], - 'try_id': task_record['try_id'], - } + 'run_id': self.run_id, + 'task_id': task_record['id'], + 'try_id': task_record['try_id'], + } return file_io_info def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 9be500e93c..36bb54cb27 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -247,9 +247,9 @@ class Files(Base): run_id = Column('run_id', Text, nullable=False) task_id = Column('task_id', Integer, - nullable=False) + nullable=True) try_id = Column('try_id', Integer, - nullable=False) + nullable=True) timestamp = Column('timestamp', DateTime, nullable=True) size = Column('size', BigInteger, nullable=True) md5sum = Column('md5sum', Text, nullable=True) @@ -515,22 +515,49 @@ def start(self, file_all_messages.append(msg) if file_id in inserted_files: changed = False + # once certain items are set, they should not be changed if inserted_files[file_id]['timestamp'] is None: + if msg['timestamp'] is not None: inserted_files[file_id]['timestamp'] = msg['timestamp'] changed = True + else: + msg['timestamp'] = inserted_files[file_id]['timestamp'] if inserted_files[file_id]['size'] is None: + if msg['size'] is not None: inserted_files[file_id]['size'] = msg['size'] changed = True + else: + msg['size'] = inserted_files[file_id]['size'] if inserted_files[file_id]['md5sum'] is None: + if msg['md5sum'] is not None: inserted_files[file_id]['md5sum'] = msg['md5sum'] changed = True + else: + msg['md5sum'] = inserted_files[file_id]['md5sum'] + if inserted_files[file_id]['task_id'] is None: + if msg['task_id'] is not None: + inserted_files[file_id]['task_id'] = msg['task_id'] + inserted_files[file_id]['try_id'] = msg['try_id'] + changed = True + else: + if msg['task_id'] == inserted_files[file_id]['task_id']: + if inserted_files[file_id]['try_id'] is None: + inserted_files[file_id]['try_id'] = msg['try_id'] + changed = True + elif msg['try_id'] > inserted_files[file_id]['try_id']: + inserted_files[file_id]['try_id'] = msg['try_id'] + changed = True + else: + msg['task_id'] = inserted_files[file_id]['task_id'] + msg['try_id'] = inserted_files[file_id]['try_id'] if changed: file_update_messages.append(msg) else: inserted_files[file_id] = {'size': msg['size'], 'md5sum': msg['md5sum'], - 'timestamp': msg['timestamp']} - + 'timestamp': msg['timestamp'], + 'task_id': msg['task_id'], + 'try_id': msg['try_id']} file_insert_messages.append(msg) elif msg_type == MessageType.ENVIRONMENT_INFO: if msg['environment_id'] not in inserted_envs: @@ -600,7 +627,7 @@ def start(self, if file_update_messages: logger.debug("Updating {} FILE_INFO into files table".format(len(file_update_messages))) self._update(table=FILES, - columns=['timestamp', 'size', 'md5sum', 'file_id'], + columns=['timestamp', 'size', 'md5sum', 'file_id', 'task_id', 'try_id'], messages=file_update_messages) if input_file_insert_messages: From 05caec814b78d2b6c000d2bb80e836edf616e934 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:54:53 -0500 Subject: [PATCH 20/59] get the task reporting the environment correctly --- parsl/monitoring/db_manager.py | 12 ++++++------ parsl/monitoring/visualization/templates/task.html | 2 +- parsl/monitoring/visualization/views.py | 7 ++++++- 3 files changed, 13 insertions(+), 8 deletions(-) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 36bb54cb27..58f7852fa9 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -518,20 +518,20 @@ def start(self, # once certain items are set, they should not be changed if inserted_files[file_id]['timestamp'] is None: if msg['timestamp'] is not None: - inserted_files[file_id]['timestamp'] = msg['timestamp'] - changed = True + inserted_files[file_id]['timestamp'] = msg['timestamp'] + changed = True else: msg['timestamp'] = inserted_files[file_id]['timestamp'] if inserted_files[file_id]['size'] is None: if msg['size'] is not None: - inserted_files[file_id]['size'] = msg['size'] - changed = True + inserted_files[file_id]['size'] = msg['size'] + changed = True else: msg['size'] = inserted_files[file_id]['size'] if inserted_files[file_id]['md5sum'] is None: if msg['md5sum'] is not None: - inserted_files[file_id]['md5sum'] = msg['md5sum'] - changed = True + inserted_files[file_id]['md5sum'] = msg['md5sum'] + changed = True else: msg['md5sum'] = inserted_files[file_id]['md5sum'] if inserted_files[file_id]['task_id'] is None: diff --git a/parsl/monitoring/visualization/templates/task.html b/parsl/monitoring/visualization/templates/task.html index 5920e6db10..2054134ac2 100644 --- a/parsl/monitoring/visualization/templates/task.html +++ b/parsl/monitoring/visualization/templates/task.html @@ -16,7 +16,7 @@

{{ task_details['task_func_name'] }} ({{ task_details['task_id'] }})

  • Owner: {{ workflow_details['user'] }}
  • task_func_name: {{ task_details['task_func_name'] }}
  • task_id: {{ task_details['task_id'] }}
    • -
  • Task executor: {{ task_details['task_environment'] }}
    • +
  • Task executor: {{ environments[task_details['task_environment']] }}
  • task_depends: {% if task_details['task_depends'] %} {% for id in task_details['task_depends'].split(",") %} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 82682a4e38..75f824e147 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -205,13 +205,18 @@ def task(workflow_id, task_id): print(task_details['task_inputs']) df_resources = queries.resources_for_task(workflow_id, task_id, db.engine) + environments = Environment.query.filter_by(run_id=workflow_id).all() + environs = {} + for env in environments: + environs[env.environment_id] = env.label return render_template('task.html', workflow_details=workflow_details, task_details=task_details, task_status=task_status, time_series_memory_resident=time_series_memory_per_task_plot( - df_resources, 'psutil_process_memory_resident', 'Memory Usage') + df_resources, 'psutil_process_memory_resident', 'Memory Usage'), + environments=environs ) From 8f212ba999f041d3915682823daf65ccc0a914be Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:55:59 -0500 Subject: [PATCH 21/59] only provide file link if files were actually used in the workflow --- parsl/monitoring/visualization/templates/workflow.html | 4 +++- parsl/monitoring/visualization/views.py | 10 +++++++--- 2 files changed, 10 insertions(+), 4 deletions(-) diff --git a/parsl/monitoring/visualization/templates/workflow.html b/parsl/monitoring/visualization/templates/workflow.html index d8b78a1851..5bd35195f7 100644 --- a/parsl/monitoring/visualization/templates/workflow.html +++ b/parsl/monitoring/visualization/templates/workflow.html @@ -48,7 +48,9 @@
    App Summary
    View workflow DAG -- colored by apps
    View workflow DAG -- colored by task states
    View workflow resource usage - + {% if have_files %} +
    View workflow file provenance + {% endif %} {{ task_gantt | safe }} {{ task_per_app |safe }} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 75f824e147..608cbbf229 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -140,12 +140,17 @@ def workflow(workflow_id): df_task = queries.completion_times_for_workflow(workflow_id, db.engine) df_task_tries = queries.tries_for_workflow(workflow_id, db.engine) task_summary = queries.app_counts_for_workflow(workflow_id, db.engine) - + file_list = Files.query.filter_by(run_id=workflow_id).first() + if file_list: + have_files = True + else: + have_files = False return render_template('workflow.html', workflow_details=workflow_details, task_summary=task_summary, task_gantt=task_gantt_plot(df_task, df_status, time_completed=workflow_details.time_completed), - task_per_app=task_per_app_plot(df_task_tries, df_status, time_completed=workflow_details.time_completed)) + task_per_app=task_per_app_plot(df_task_tries, df_status, time_completed=workflow_details.time_completed), + have_files=have_files) @app.route('/workflow//environment/') @@ -203,7 +208,6 @@ def task(workflow_id, task_id): task_status = Status.query.filter_by( run_id=workflow_id, task_id=task_id).order_by(Status.timestamp) - print(task_details['task_inputs']) df_resources = queries.resources_for_task(workflow_id, task_id, db.engine) environments = Environment.query.filter_by(run_id=workflow_id).all() environs = {} From 3ade95af7082dc4a02cc367bc404577564d1cada Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:56:50 -0500 Subject: [PATCH 22/59] only provide file link if there were files --- .../visualization/templates/workflows_summary.html | 4 ++++ parsl/monitoring/visualization/views.py | 6 +++++- 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/parsl/monitoring/visualization/templates/workflows_summary.html b/parsl/monitoring/visualization/templates/workflows_summary.html index f1dde49a87..c993f43006 100644 --- a/parsl/monitoring/visualization/templates/workflows_summary.html +++ b/parsl/monitoring/visualization/templates/workflows_summary.html @@ -30,7 +30,11 @@

    Workflows

    {{ w['tasks_failed_count'] }} + {% if w['run_id'] in have_files %} files + {% else %} + + {% endif %} {% endfor %} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 608cbbf229..7524fcf8f3 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -63,11 +63,15 @@ def format_duration(value): @app.route('/') def index(): workflows = Workflow.query.all() + have_files = [] for workflow in workflows: workflow.status = 'Running' if workflow.time_completed is not None: workflow.status = 'Completed' - return render_template('workflows_summary.html', workflows=workflows) + file_list = Files.query.filter_by(run_id=workflow.run_id).first() + if file_list: + have_files.append(workflow.run_id) + return render_template('workflows_summary.html', workflows=workflows, have_files=have_files) @app.route('/files//') From 7501cc37a85b5a5fa23c6486c8260ae559f5fc1c Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:57:23 -0500 Subject: [PATCH 23/59] properly report environment with file details --- parsl/monitoring/visualization/templates/file_detail.html | 5 +++++ parsl/monitoring/visualization/views.py | 6 +++++- 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/parsl/monitoring/visualization/templates/file_detail.html b/parsl/monitoring/visualization/templates/file_detail.html index 274238a789..cbf30cbe3d 100644 --- a/parsl/monitoring/visualization/templates/file_detail.html +++ b/parsl/monitoring/visualization/templates/file_detail.html @@ -23,5 +23,10 @@

    File Details

    {% endfor %} {% endif %} + {% if environment %} + Environment: +{{ environment['label'] }} + + {% endif %} {% endblock %} \ No newline at end of file diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 7524fcf8f3..fb3158a74e 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -80,6 +80,8 @@ def file(file_id): input_files = InputFiles.query.filter_by(file_id=file_id).all() output_file = OutputFiles.query.filter_by(file_id=file_id).first() task_ids = set() + environment = None + for f in input_files: task_ids.add(f.task_id) if output_file: @@ -88,10 +90,12 @@ def file(file_id): for tid in task_ids: tasks[tid] = Task.query.filter_by(run_id=file_details.run_id, task_id=tid).first() workflow_details = Workflow.query.filter_by(run_id=file_details.run_id).first() + if output_file: + environment = Environment.query.filter_by(environment_id=tasks[output_file.task_id].task_environment).first() return render_template('file_detail.html', file_details=file_details, input_files=input_files, output_file=output_file, - tasks=tasks, workflow=workflow_details) + tasks=tasks, workflow=workflow_details, environment=environment) @app.route('/files', methods=['GET', 'POST']) From 66238e5be2c92c69b7df52a1c0c8067b31bfc523 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:58:37 -0500 Subject: [PATCH 24/59] properly format and report files --- .../visualization/templates/files_workflow.html | 10 +++++----- parsl/monitoring/visualization/views.py | 9 ++++----- 2 files changed, 9 insertions(+), 10 deletions(-) diff --git a/parsl/monitoring/visualization/templates/files_workflow.html b/parsl/monitoring/visualization/templates/files_workflow.html index a31684df73..beebfc8c13 100644 --- a/parsl/monitoring/visualization/templates/files_workflow.html +++ b/parsl/monitoring/visualization/templates/files_workflow.html @@ -4,7 +4,7 @@
    -

    Files for Workflow {{ workflow['name'] }}

    +

    Files for Workflow {{ workflow['workflow_name'] }}

    @@ -18,12 +18,12 @@

    Files for Workflow {{ workflow['name'] }}

    {% for tid, task in tasks | dictsort %} - - + + - + {% endfor %} From 76b80086e10573cd5450ae1407b2c0383f6c3dea Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:59:44 -0500 Subject: [PATCH 27/59] documentation on file provenance --- docs/images/mon_env_detail.png | Bin 0 -> 249813 bytes docs/images/mon_file_detail.png | Bin 0 -> 180225 bytes docs/images/mon_file_provenance.png | Bin 0 -> 108346 bytes docs/images/mon_task_detail.png | Bin 0 -> 457796 bytes docs/images/mon_workflow_files.png | Bin 0 -> 199563 bytes docs/images/mon_workflows_page.png | Bin 58385 -> 74833 bytes docs/userguide/monitoring.rst | 55 ++++++++++++++++++++++++++-- 7 files changed, 51 insertions(+), 4 deletions(-) create mode 100644 docs/images/mon_env_detail.png create mode 100644 docs/images/mon_file_detail.png create mode 100644 docs/images/mon_file_provenance.png create mode 100644 docs/images/mon_task_detail.png create mode 100644 docs/images/mon_workflow_files.png diff --git 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     {% for file in file_list %} - + diff --git a/parsl/monitoring/visualization/templates/file_detail.html b/parsl/monitoring/visualization/templates/file_detail.html index cbf30cbe3d..3582d02b75 100644 --- a/parsl/monitoring/visualization/templates/file_detail.html +++ b/parsl/monitoring/visualization/templates/file_detail.html @@ -13,8 +13,8 @@

    File Details

     {% endif %} - {% if output_file %} - + {% if output_files %} + {% endif %} {% if input_files %} {% for file in file_list %} - + diff --git a/parsl/monitoring/visualization/templates/file_detail.html b/parsl/monitoring/visualization/templates/file_detail.html index 3582d02b75..b79d54510b 100644 --- a/parsl/monitoring/visualization/templates/file_detail.html +++ b/parsl/monitoring/visualization/templates/file_detail.html @@ -6,13 +6,16 @@

    File Details

    {{ task['task_func_name'] }}{{ task['task_id'] }}{{ task['task_func_name'] }}{{ task['task_id'] }} {% if task['task_inputs'] %} {% for input in task_files[tid]['inputs'] %} - {{ input['file_name'] }}
    + {{ file_map[input['file_id']] }}
    {% endfor %} {% else %} None @@ -32,7 +32,7 @@

    Files for Workflow {{ workflow['name'] }}

    		 {% if task['task_outputs'] %} {% for output in task_files[tid]['outputs'] %} - {{ output['file_name'] }}
    + {{ file_map[output['file_id']] }}
    {% endfor %} {% else %} None diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index fb3158a74e..bf218ab100 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -1,6 +1,7 @@ import pandas as pd from flask import current_app as app from flask import render_template, request +import os.path as ospath import parsl.monitoring.queries.pandas as queries from parsl.monitoring.visualization.models import ( @@ -108,10 +109,7 @@ def files(): filename = '%' + form.file_name.data else: filename = form.file_name.data - #if '%' in form.file_name.data: file_list = Files.query.filter(Files.file_name.like(filename)).all() - #else: - # file_list = Files.query.filter_by(file_name=form.file_name.data).all() return render_template('files.html', form=form, file_list=file_list) return render_template('files.html', form=form) @@ -119,6 +117,7 @@ def files(): @app.route('/files/workflow//') def files_workflow(workflow_id): workflow_files = Files.query.filter_by(run_id=workflow_id).all() + file_map = {} workflow_details = Workflow.query.filter_by(run_id=workflow_id).first() task_ids = set() files_by_task = {} @@ -126,15 +125,15 @@ def files_workflow(workflow_id): for wf in workflow_files: file_details[wf.file_id] = wf task_ids.add(wf.task_id) + file_map[wf.file_id] = ospath.basename(wf.file_name) tasks = {} for tid in task_ids: tasks[tid] = Task.query.filter_by(run_id=workflow_id, task_id=tid).first() files_by_task[tid] = {'inputs': InputFiles.query.filter_by(run_id=workflow_id, task_id=tid).all(), 'outputs': OutputFiles.query.filter_by(run_id=workflow_id, task_id=tid).all()} - return render_template('files_workflow.html', workflow=workflow_details, - task_files=files_by_task, tasks=tasks) + task_files=files_by_task, tasks=tasks, file_map=file_map) @app.route('/workflow//') From 00ffa6f523d4c7be10f9638c06d8ad12aa4bfb76 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:58:55 -0500 Subject: [PATCH 25/59] make header responsive to url --- parsl/monitoring/visualization/templates/layout.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/parsl/monitoring/visualization/templates/layout.html b/parsl/monitoring/visualization/templates/layout.html index dc03c4f54a..3be3f30f50 100644 --- a/parsl/monitoring/visualization/templates/layout.html +++ b/parsl/monitoring/visualization/templates/layout.html @@ -33,10 +33,10 @@ From da73f91f33c5475668e326190f58ab46930c009c Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:59:13 -0500 Subject: [PATCH 26/59] fix bug in file size reporting --- parsl/monitoring/visualization/templates/files.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/parsl/monitoring/visualization/templates/files.html b/parsl/monitoring/visualization/templates/files.html index 31f87f8928..62404e41d3 100644 --- a/parsl/monitoring/visualization/templates/files.html +++ b/parsl/monitoring/visualization/templates/files.html @@ -7,7 +7,7 @@

    File Provenance

    Files by workflow.

    - Search for a specific file: + Search for a specific file (use % as a wildcard):

    {{ form.hidden_tag() }} {{ form.file_name.label }} {{ form.file_name(size=32) }} @@ -34,7 +34,7 @@

    File Provenance

    {% for file in file_list %}
    {{ file['file_name'] }}{{ file['file_size'] }}{{ file['size'] }} {{ file['timestamp'] | timeformat }}
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zD#h0WF#}e_(=D2RmHg9*8k$?wk@%vzo@0R4Gmi6J*=7~BTQmoS2|wlmdyND<-0@X> zHNpR@RbZQGtZ~V$=f7|Sd|m%vA>bQvm0GvJJ4JDoa<=%e* DFk$=5 diff --git a/docs/userguide/monitoring.rst b/docs/userguide/monitoring.rst index 3404862450..e3f992bf0f 100644 --- a/docs/userguide/monitoring.rst +++ b/docs/userguide/monitoring.rst @@ -15,7 +15,7 @@ SQLite tools. Monitoring configuration ------------------------ -Parsl monitoring is only supported with the `parsl.executors.HighThroughputExecutor`. +Parsl monitoring is only supported with the `parsl.executors.HighThroughputExecutor`. The following example shows how to enable monitoring in the Parsl configuration. Here the `parsl.monitoring.MonitoringHub` is specified to use port @@ -50,6 +50,21 @@ configuration. Here the `parsl.monitoring.MonitoringHub` is specified to use por ) +File Provenance +--------------- + +The monitoring system can also be used to track file provenance. File provenance is defined as the history of a file including: + +* When the files was created +* File size in bytes +* File md5sum +* What task created the file +* What task(s) used the file +* What inputs were given to the task that created the file +* What environment was used (e.g. the 'worker_init' entry from a :py:class:`~parsl.providers.ExecutionProvider`), not available with every provider. + +The purpose of the file provenance tracking is to provide a mechanism where the user can see exactly how a file was created and used in a workflow. This can be useful for debugging, understanding the workflow, for ensuring that the workflow is reproducible, and reviewing past work. The file provenance information is stored in the monitoring database and can be accessed using the ``parsl-visualize`` tool. To enable file provenance tracking, set the ``capture_file_provenance`` flag to ``True`` in the `parsl.monitoring.MonitoringHub` configuration. + Visualization ------------- @@ -75,7 +90,7 @@ By default, the visualization web server listens on ``127.0.0.1:8080``. If the w $ ssh -L 50000:127.0.0.1:8080 username@cluster_address This command will bind your local machine's port 50000 to the remote cluster's port 8080. -The dashboard can then be accessed via the local machine's browser at ``127.0.0.1:50000``. +The dashboard can then be accessed via the local machine's browser at ``127.0.0.1:50000``. .. warning:: Alternatively you can deploy the visualization server on a public interface. However, first check that this is allowed by the cluster's security policy. The following example shows how to deploy the web server on a public port (i.e., open to Internet via ``public_IP:55555``):: @@ -99,12 +114,12 @@ Workflow Summary The workflow summary page captures the run level details of a workflow, including start and end times as well as task summary statistics. The workflow summary section is followed by the *App Summary* that lists -the various apps and invocation count for each. +the various apps and invocation count for each. .. image:: ../images/mon_workflow_summary.png -The workflow summary also presents three different views of the workflow: +The workflow summary also presents three or four different views of the workflow (the number depends on whether file provenance is enabled and files were used in the workflow): * Workflow DAG - with apps differentiated by colors: This visualization is useful to visually inspect the dependency structure of the workflow. Hovering over the nodes in the DAG shows a tooltip for the app represented by the node and it's task ID. @@ -120,3 +135,35 @@ The workflow summary also presents three different views of the workflow: .. image:: ../images/mon_resource_summary.png +* Workflow file provenance (only if enabled and files were used in the workflow): This visualization gives a tabular listing of each task that created (output) or used (input) a file. Each listed file has a link to a page detailing the file's information. + +.. image:: ../images/mon_workflow_files.png + +File Provenance +^^^^^^^^^^^^^^^ + +The file provenance page provides an interface for searching for files and viewing their provenance. The % wildcard can be used in the search bar to match any number of characters. Any results are listed in a table below the search bar. Clicking on a file in the table will take you to the file's detail page. + +.. image:: ../images/mon_file_provenance.png + +File Details +^^^^^^^^^^^^ + +The file details page provides information about a specific file, including the file's name, size, md5sum, and the tasks that created and used the file. Clicking on any of the tasks will take you to their respective details page. If the file was created by a task there will be an entry for the Environment used by that task. Clicking that link will take you to the Environment Details page. + +.. image:: ../images/mon_file_detail.png + + +Task Details +^^^^^^^^^^^^ + +The task details page provides information about a specifiic instantiation of a task. This information includes task dependencies, executor (environment), input and output files, and task arguments. + +.. image:: ../images/mon_task_detail.png + +Environment Details +^^^^^^^^^^^^^^^^^^^ + +The environment details page provides information on the compute environment a task was run including the provider and launcher used and the worker_init that was used. + +.. image:: ../images/mon_env_detail.png From 93b17b0079fadd929afc95eca0a6233ae439cd45 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 31 Jul 2024 15:59:55 -0500 Subject: [PATCH 28/59] fix bug in format --- docs/userguide/data.rst | 92 +++++++++++++++++++++++++---------------- 1 file changed, 57 insertions(+), 35 deletions(-) diff --git a/docs/userguide/data.rst b/docs/userguide/data.rst index c0a09f0a3b..690f75fdee 100644 --- a/docs/userguide/data.rst +++ b/docs/userguide/data.rst @@ -116,12 +116,16 @@ configuration. Dynamic File Lists ------------------ -When Parsl constructs the DAG for a workflow, it needs to know the input and output files -for each app. This works well when the number of files is known in advance, and the lists of files -are fully constructed before the workflow is submitted. However, in some cases, the number of files -produced by an app is not know until the app executes. In these cases, Parsl provides a mechanism called -:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` to dynamically construct the list of files. -This class inherits from both the Python `Future `_ and `list `_ classes, but differs from traditional lists in the a few notable ways: +When Parsl constructs the DAG for a workflow, it needs to know the input and +output files for each app. This works well when the number of files is known +in advance, and the lists of files are fully constructed before the workflow +is submitted. However, in some cases, the number of files produced by an app +is not know until the app executes. In these cases, Parsl provides a mechanism +called :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` to dynamically +construct the list of files. This class inherits from both the Python +`Future `_ and +`list `_ classes, but +differs from traditional lists in the a few notable ways: 1. It can only contain :py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` objects. 2. It is truly dynamic, meaning that you can access an item in the list which is beyond the current length of the list. The list will grow to accomodate the request and return a future that will be resolved when the item is available. (see `Dynamic Scaling`_ for more details) @@ -130,14 +134,19 @@ This class inherits from both the Python `Future ` -objects (indicies 0 and 1) and then fill them in with the actual files produced by ``produce`` when they are available. -The ``consume`` app will then wait until the files are available before running. +Without a :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList`, +the above code would not work because when the DAG is constructed, the +``inputs`` to ``consume`` is a slice of an empty list. However, the +:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` will populate +the ``dfl`` list with two empty :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` +objects (indicies 0 and 1) and then fill them in with the actual files produced by +``produce`` when they are available. The ``consume`` app will then wait +until the files are available before running. Dynamic Files ^^^^^^^^^^^^^ -Technically the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` holds instances of -:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile`, a `Future `_, which itself wraps the -:py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` objects. -However, this class is not intended to be used directly, and is only mentioned here for completeness. -This wrapping is done automatically when you add an item to the list by direct assignment, ``append``, or -``extend``. Any access to the members of the list is passed by the :py:class:`~parsl.data_provider -.dynamic_files.DynamicFileList.DynamicFile` instance directly to the underlying object, thus making it -an invisible layer to the user. - -The :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` can also be instantiated with `None`, -creating a placeholder for a :py:class:`~parsl.data_provider.files.File` or :py:class:`~parsl.app.futures.DataFuture`. -This was done to resolve any indexing issues arrising from the dynamic nature of the list. For example, without wrapping -items in a :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` the following code will not work: +Technically the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` +holds instances of :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile`, +a `Future `_, which itself +wraps the :py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` +objects. However, this class is not intended to be used directly, and is only +mentioned here for completeness. This wrapping is done automatically when you +add an item to the list by direct assignment, ``append``, or ``extend``. Any +access to the members of the list is passed by the +:py:class:`~parsl.data_provider .dynamic_files.DynamicFileList.DynamicFile` +instance directly to the underlying object, thus making it an invisible layer to +the user. + +The :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` +can also be instantiated with `None`,creating a placeholder for a +:py:class:`~parsl.data_provider.files.File` or :py:class:`~parsl.app.futures.DataFuture`. +This was done to resolve any indexing issues arrising from the dynamic nature +of the list. For example, without wrapping items in a +:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` the +following code will not work: .. code-block:: python @@ -261,8 +283,8 @@ items in a :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.Dynamic fh = open(myfile, 'r') # fails because myfile points to an empty File -But by utilizing the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` to wrap items, the code -will now work: +But by utilizing the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` to wrap items, +the code will now work: .. code-block:: python @@ -414,7 +436,7 @@ HTTP and FTP separate task staging providers can be configured as follows. from parsl.data_provider.http import HTTPSeparateTaskStaging from parsl.data_provider.ftp import FTPSeparateTaskStaging - config = Config( + config = Config( executors=[ HighThroughputExecutor( storage_access=[HTTPSeparateTaskStaging(), FTPSeparateTaskStaging()] From 1e004a6075ec9cd2715ef6a0a969bd2456f7d885 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:07:29 -0500 Subject: [PATCH 29/59] get the correct timestamp for the file --- parsl/app/futures.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index 42237d3887..3bb53c172b 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -6,7 +6,7 @@ from os import stat from concurrent.futures import Future from typing import Optional, Any -from datetime import datetime +from datetime import datetime, timezone import typeguard from parsl.data_provider.files import File @@ -40,7 +40,7 @@ def parent_callback(self, parent_fu): else: self.set_result(self.file_obj) if not self.file_obj.timestamp: - self.file_obj.timestamp = datetime.now() + self.file_obj.timestamp = datetime.fromtimestamp(stat(self.file_obj.filepath).st_ctime, tz=timezone.utc) if not self.file_obj.size: self.file_obj.size = stat(self.file_obj.filepath).st_size if not self.file_obj.md5sum: @@ -77,7 +77,7 @@ def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None, app_f self.parent.add_done_callback(self.parent_callback) if os.path.exists(file_obj.path): file_stat = os.stat(file_obj.path) - self.file_obj.timestamp = file_stat.st_ctime + self.file_obj.timestamp = datetime.fromtimestamp(file_stat.st_ctime, tz=timezone.utc) self.file_obj.size = file_stat.st_size self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() From 8dde82cf86df96544bb77825fb285ca5fe24e895 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:07:45 -0500 Subject: [PATCH 30/59] remove unneeded prints --- parsl/dataflow/dflow.py | 1 - 1 file changed, 1 deletion(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 55fb17f27d..023b6c8ee9 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -988,7 +988,6 @@ def check_dep(d: Any) -> None: check_dep(inp) else: for dep in inp: - print(f" checking inputs: {dep}") check_dep(dep) return depends From cb550ee8e29bc2bb05e460afe5c9c586262addb9 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:08:25 -0500 Subject: [PATCH 31/59] auto determine file size, md5sum, timestamp if possible --- parsl/data_provider/files.py | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 961b6415d2..52f115de07 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -6,6 +6,7 @@ being called from. """ import logging +from hashlib import md5 import os import datetime from typing import Optional, Union @@ -32,7 +33,7 @@ class File: @typeguard.typechecked def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = None, timestamp: Optional[datetime.datetime] = None): - """Construct a File object from a url string. + """Construct a File object from an url string. Args: - url (string or PathLike) : url of the file e.g. @@ -48,9 +49,14 @@ def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = self.netloc = parsed_url.netloc self.path = parsed_url.path self.filename = os.path.basename(self.path) - self.timestamp = timestamp - self.size = None - self.md5sum = None + if self.scheme == 'file' and os.path.isfile(self.path): + self.size = os.stat(self.path).st_size + self.md5sum = md5(open(self.path, 'rb').read()).hexdigest() + self.timestamp = datetime.datetime.fromtimestamp(os.path.getmtime(self.path), tz=datetime.timezone.utc) + else: + self.size = None + self.md5sum = None + self.timestamp = timestamp self.local_path: Optional[str] = None if uu_id is not None: self.uuid = uu_id @@ -110,4 +116,5 @@ def filepath(self) -> str: @property def timesatmp(self) -> Optional[str]: + """Stub to make this compatible with DynamicFile objects.""" return None From 5ebd009079ae02b53f245eebbc40eb806ac638a6 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:11:25 -0500 Subject: [PATCH 32/59] refactor variable --- parsl/data_provider/dynamic_files.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index be050b94a4..a49a35a4a9 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -50,7 +50,7 @@ def parent_callback(self, parent_fu: Future): self.set_exception(e) else: self.file_obj.timestamp = datetime.now(timezone.utc) - self.parent.dataflow.register_as_output(self.file_obj, self.parent.task_record) + self.parent.dfk.register_as_output(self.file_obj, self.parent.task_record) self.set_result(self.file_obj) def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFuture]] = None): @@ -242,7 +242,7 @@ def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = self._last_idx = -1 self.executor: str = '' self.parent: Union[AppFuture, None] = None - self.dataflow = None + self.dfk = None self._sub_callbacks: List[Callable] = [] self._in_callback = False self._staging_inhibited = False @@ -268,7 +268,7 @@ def stage_file(self, idx: int): Args: - idx (int) : Index of the file to stage """ - if self.dataflow is None: + if self.dfk is None: return out_file = self[idx] if out_file.empty or out_file.staged: @@ -281,7 +281,7 @@ def stage_file(self, idx: int): f_copy = out_file.file_obj.file_obj.cleancopy() self[idx].file_obj.file_obj = f_copy logger.debug("Submitting stage out for output file {}".format(repr(out_file.file_obj))) - stageout_fut = self.dataflow.data_manager.stage_out(f_copy, self.executor, self.parent) + stageout_fut = self.dfk.data_manager.stage_out(f_copy, self.executor, self.parent) if stageout_fut: logger.debug("Adding a dependency on stageout future for {}".format(repr(out_file))) self[idx].file_obj.parent = stageout_fut @@ -289,12 +289,12 @@ def stage_file(self, idx: int): else: logger.debug("No stageout dependency for {}".format(repr(f_copy))) # self.parent._outputs.append(DataFuture(self.parent, out_file.file_obj.file_obj, tid=self.parent.tid)) - func = self.dataflow.tasks[self._output_task_id]['func'] + func = self.dfk.tasks[self._output_task_id]['func'] # this is a hook for post-task stage-out # note that nothing depends on the output - which is maybe a bug # in the not-very-tested stage-out system? - func = self.dataflow.data_manager.replace_task_stage_out(f_copy, func, self.executor) - self.dataflow.tasks[self._output_task_id]['func'] = func + func = self.dfk.data_manager.replace_task_stage_out(f_copy, func, self.executor) + self.dfk.tasks[self._output_task_id]['func'] = func self.parent._outputs = self self._call_callbacks() # TODO dfk._gather_all_deps @@ -316,7 +316,7 @@ def set_dataflow(self, dataflow, executor: str, st_inhibited: bool, task_id: int - st_inhibited (bool) : Whether staging is inhibited """ self.executor = executor - self.dataflow = dataflow + self.dfk = dataflow self._staging_inhibited = st_inhibited self._output_task_id = task_id self.task_record = task_record From baf2332713b5cae55bd396e15243bc3f41e84af4 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:12:34 -0500 Subject: [PATCH 33/59] make sure dfk is propagated from dynamic file list to children --- parsl/data_provider/dynamic_files.py | 19 ++++++++++++------- 1 file changed, 12 insertions(+), 7 deletions(-) diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index a49a35a4a9..2b7a7e0e8b 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -113,10 +113,11 @@ def cleancopy(self): return self.file_obj.file_obj.cleancopy() return self.file_obj.cleancopy() - def convert_to_df(self): + def convert_to_df(self, dfk) -> None: """Convert the file_obj to a DataFuture.""" if not self._is_df: - self.file_obj = DataFuture(self.parent, self.file_obj, tid=self.parent._output_task_id) + self.file_obj = DataFuture(self.parent, self.file_obj, tid=self.parent._output_task_id, + dfk=dfk) self._is_df = True def done(self) -> bool: @@ -334,7 +335,7 @@ def set_parent(self, fut: AppFuture): self.parent = fut self.parent.add_done_callback(self.parent_callback) for idx in range(self._last_idx + 1): - self[idx].convert_to_df() + self[idx].convert_to_df(self.dfk) self.stage_file(idx) self._call_callbacks() @@ -377,7 +378,8 @@ def append(self, __object: Union[File, DataFuture, 'DynamicFileList.DynamicFile' """ if not isinstance(__object, DynamicFileList.DynamicFile): if self.parent is not None and isinstance(__object, File): - __object = DataFuture(self.parent, __object, tid=self._output_task_id) + __object = DataFuture(self.parent, __object, tid=self._output_task_id, + dfk=self.dfk) __object = self.wrap(__object) if self._last_idx == len(self) - 1: super().append(__object) @@ -401,7 +403,8 @@ def extend(self, __iterable): raise ValueError("DynamicFileList can only contain Files or DataFutures") if not isinstance(f, DynamicFileList.DynamicFile): if self.parent is not None and isinstance(f, File): - f = DataFuture(self.parent, f, tid=self._output_task_id) + f = DataFuture(self.parent, f, tid=self._output_task_id, + dfk=self.dfk) f = self.wrap(f) self.files_done[f.filename] = f.done items.append(f) @@ -433,7 +436,8 @@ def insert(self, __index: int, __object: Union[File, DataFuture, DynamicFile]): raise ValueError("Cannot insert at index greater than the last index") if not isinstance(__object, self.DynamicFile): if self.parent is not None and isinstance(__object, File): - __object = DataFuture(self.parent, __object, tid=self._output_task_id) + __object = DataFuture(self.parent, __object, tid=self._output_task_id, + dfk=self.dfk) __object = self.wrap(__object) self.files_done[__object.filename] = __object.done super().insert(__index, __object) @@ -499,7 +503,8 @@ def __setitem__(self, key: int, value: Union[File, DataFuture, 'DynamicFileList. del self.files_done[self[key].filename] if super().__getitem__(key).empty: if self.parent is not None and isinstance(value, File): - value = DataFuture(self.parent, value, tid=self._output_task_id) + value = DataFuture(self.parent, value, tid=self._output_task_id, + dfk=self.dfk) super().__getitem__(key).set(value) self.files_done[super().__getitem__(key).filename] = super().__getitem__(key).done self._last_idx = max(self._last_idx, key) From 79211bc77a7890f74e7d7917cd8b571ce2282d7a Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:19:01 -0500 Subject: [PATCH 34/59] documentation and annotation cleanup --- parsl/data_provider/dynamic_files.py | 67 ++++++++++++---------------- 1 file changed, 28 insertions(+), 39 deletions(-) diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py index 2b7a7e0e8b..5c94a97bfc 100644 --- a/parsl/data_provider/dynamic_files.py +++ b/parsl/data_provider/dynamic_files.py @@ -33,7 +33,7 @@ class DynamicFile(Future): """ - def parent_callback(self, parent_fu: Future): + def parent_callback(self, parent_fu: Future) -> None: """Callback from executor future to update the parent. Updates the future with the result (the File object) or the parent future's @@ -71,24 +71,24 @@ def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFutu self._staged_out = False @property - def staged(self): + def staged(self) -> bool: """Return whether this file has been staged out.""" return self._staged_out @property - def empty(self): + def empty(self) -> bool: """Return whether this is an empty wrapper.""" return self._empty @property - def uuid(self): + def uuid(self) -> Union[str, None]: """Return the uuid of the file object this datafuture represents.""" if self._empty: return None return self.file_obj.uuid @property - def timestamp(self): + def timestamp(self) -> Union[datetime, None]: """Return the timestamp of the file object this datafuture represents.""" if self._empty: return None @@ -108,13 +108,20 @@ def set(self, file_obj: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): self._is_df = isinstance(self.file_obj, DataFuture) self.parent.add_done_func(self.file_obj.filename, self.done) - def cleancopy(self): + def cleancopy(self) -> File: + """Create a clean copy of the file_obj.""" if self._is_df: return self.file_obj.file_obj.cleancopy() return self.file_obj.cleancopy() def convert_to_df(self, dfk) -> None: - """Convert the file_obj to a DataFuture.""" + """Convert the file_obj to a DataFuture. + + Parameters + ---------- + dfk : DataFlowKernel + The dataflow kernel that this instance is associated with + """ if not self._is_df: self.file_obj = DataFuture(self.parent, self.file_obj, tid=self.parent._output_task_id, dfk=dfk) @@ -136,25 +143,26 @@ def is_df(self) -> bool: return self._is_df @property - def tid(self): + def tid(self) -> Union[int, None]: """Returns the task_id of the task that will resolve this DataFuture.""" if self._is_df: return self.file_obj.tid @property - def filepath(self): + def filepath(self) -> Union[str, None]: """Filepath of the File object this datafuture represents.""" return self.file_obj.filepath @property - def filename(self): + def filename(self) -> Union[str, None]: """Filename of the File object this datafuture represents.""" if self.file_obj is None: return None return self.file_obj.filepath @property - def size(self): + def size(self) -> Union[int, None]: + """Size of the file.""" if self._empty: return None if self._is_df: @@ -162,7 +170,8 @@ def size(self): return self.file_obj.size @property - def md5sum(self): + def md5sum(self) -> Union[str, None]: + """MD5 sum of the file.""" if self._empty: return None if self._is_df: @@ -210,28 +219,8 @@ def parent_callback(self, parent_fu): self.parent._outputs = self self.set_result(self) - ''''' - def file_callback(self, file_fu: Future): - """Callback from executor future to update the file. - - Updates the future with the result (the File object) or the parent future's - exception. - - Args: - - file_fu (Future): Future returned by the executor along with callback - - Returns: - - None - """ - - e = file_fu.exception() - if e: - self.files_done[file_fu.filename] = False - else: - self.files_done[file_fu.filename] = file_fu.done() - ''' @typeguard.typechecked - def __init__(self, files: Optional[List[Union[File, DataFuture, DynamicFile]]] = None): + def __init__(self, files: Optional[List[Union[File, DataFuture, 'self.DynamicFile']]] = None): """Construct a DynamicFileList instance Args: @@ -300,7 +289,7 @@ def stage_file(self, idx: int): self._call_callbacks() # TODO dfk._gather_all_deps - def wrap(self, file_obj: Union[File, DataFuture, None]): + def wrap(self, file_obj: Union[File, DataFuture, None]) -> 'self.DynamicFile': """ Wrap a file object in a DynamicFile Args: @@ -343,26 +332,26 @@ def cancel(self): """ Not implemented """ raise NotImplementedError("Cancel not implemented") - def cancelled(self): + def cancelled(self) -> bool: """ Not implemented """ return False - def running(self): + def running(self) -> bool: """ Returns True if the parent future is running """ if self.parent is not None: return self.parent.running() else: return False - def result(self, timeout=None): + def result(self, timeout=None) -> 'DynamicFileList': """ Return self, which is the results of the file list """ return self - def exception(self, timeout=None): + def exception(self, timeout=None) -> None: """ No-op""" return None - def done(self): + def done(self) -> bool: """ Return True if all files are done """ for element in self.files_done.values(): if not element(): From 825842f88ff723b6dbce035941ec62cbbc9425ae Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 17 Sep 2024 10:19:31 -0500 Subject: [PATCH 35/59] cleanup --- parsl/data_provider/data_manager.py | 1 - 1 file changed, 1 deletion(-) diff --git a/parsl/data_provider/data_manager.py b/parsl/data_provider/data_manager.py index cc76b6b35a..26890122fd 100644 --- a/parsl/data_provider/data_manager.py +++ b/parsl/data_provider/data_manager.py @@ -62,7 +62,6 @@ def optionally_stage_in(self, input, func, executor): if isinstance(input, DynamicFileList.DynamicFile): if input.empty: file = DynamicFileList.DynamicFile - # TODO NEED TO TRACK FILE IF IT IS EMPTY pass else: file = input.cleancopy() From 8c9a2a017b9e8cdc0d78f9df6498fbe5a900eeaf Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 12 Nov 2024 14:23:00 -0600 Subject: [PATCH 36/59] backed out DynamicFile stuff so that this branch is pure file tracking --- docs/reference.rst | 1 - docs/userguide/data.rst | 191 ------- parsl/data_provider/data_manager.py | 14 +- parsl/data_provider/dynamic_files.py | 574 --------------------- parsl/data_provider/files.py | 5 - parsl/dataflow/dflow.py | 27 +- parsl/tests/test_data/test_dynamic_file.py | 415 --------------- 7 files changed, 10 insertions(+), 1217 deletions(-) delete mode 100644 parsl/data_provider/dynamic_files.py delete mode 100644 parsl/tests/test_data/test_dynamic_file.py diff --git a/docs/reference.rst b/docs/reference.rst index f46c1f1d74..f2d89afaf8 100644 --- a/docs/reference.rst +++ b/docs/reference.rst @@ -51,7 +51,6 @@ Data management parsl.app.futures.DataFuture parsl.data_provider.data_manager.DataManager - parsl.data_provider.dynamic_files.DynamicFileList parsl.data_provider.staging.Staging parsl.data_provider.files.File parsl.data_provider.ftp.FTPSeparateTaskStaging diff --git a/docs/userguide/data.rst b/docs/userguide/data.rst index 690f75fdee..21f3462949 100644 --- a/docs/userguide/data.rst +++ b/docs/userguide/data.rst @@ -113,197 +113,6 @@ As described below, the method by which this files are transferred depends on the scheme and the staging providers specified in the Parsl configuration. -Dynamic File Lists ------------------- - -When Parsl constructs the DAG for a workflow, it needs to know the input and -output files for each app. This works well when the number of files is known -in advance, and the lists of files are fully constructed before the workflow -is submitted. However, in some cases, the number of files produced by an app -is not know until the app executes. In these cases, Parsl provides a mechanism -called :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` to dynamically -construct the list of files. This class inherits from both the Python -`Future `_ and -`list `_ classes, but -differs from traditional lists in the a few notable ways: - -1. It can only contain :py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` objects. -2. It is truly dynamic, meaning that you can access an item in the list which is beyond the current length of the list. The list will grow to accomodate the request and return a future that will be resolved when the item is available. (see `Dynamic Scaling`_ for more details) - - -Dynamic Scaling -^^^^^^^^^^^^^^^ - -The :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` is designed -to be used in cases where the number of files produced by an app is not known -until the app executes. In these cases, the list can be accessed beyond its -current length, and the list will grow to accomodate the request. In addition -to the traditional methods of expanding a list (via ``append`` or ``extend``, -the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` will grow -when assigning a member by index to a position beyond its current length or -when accessing a member by index beyond the current length. In each of these -cases the list is expanded and filled with -:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` -objects that are initialized with ``None``. When the file is available, the -``None`` is replaced with the actual file. This behavior allows for the -following code to work: - -.. code-block:: python - - from parsl.app.app import python_app - from parsl.data_provider.dynamic_files import DynamicFileList - from parsl.data_provider.files import File - - - dfl = DynamicFileList() # dfl = [] - # A B C - dfl[2] = File('file://path/to/file') # dfl = [File(), File(), File('file://path/to/file')] - - myfile = dfl[0] # myfile is a reference to the File() labeled A in dfl - - dfl[0] = File('file://path/to/file.2') # dfl = [File('file://path/to/file.2'), File(), - # File('file://path/to/file')] - # but myfile still points to the File() labeled A - - fh = open(myfile, 'r') # works - - dfl[3] = File('file://path/to/file.3') # dfl = [File('file://path/to/file.2'), File(), - # File('file://path/to/file'), File('file://path/to/file.3')] - - myfile2 = dfl[1] # myfile2 is a reference to the File() labeled B in dfl - - dfl[1] = File('file://path/to/file.4') # dfl = [File('file://path/to/file.2'), File('file://path/to/file.4'), - # File('file://path/to/file'), File('file://path/to/file.3')] - # myfile2 still points to the File() labeled B - - fh2 = open(myfile2, 'r') # works - - dfl[5] = File('file://path/to/file.5') # dfl = [File('file://path/to/file.2'), File('file://path/to/file.4'), - # File('file://path/to/file'), File('file://path/to/file.3'), - # None, File('file://path/to/file.5')] - - myfile3 = dfl[4] # myfile3 is a reference to the DynamicFile() labeled None in dfl - - dfl[4] = File('file://path/to/file.6') # dfl = [File('file://path/to/file.2'), File('file://path/to - -Specifically, the behavior will allow Parsl Apps to use as input files which -do not exist at the time the App is created, but are produced by other Apps -in the workflow, even when the number of output files is not know beforehand. -For example: - -.. code-block:: python - - from parsl.app.app import python_app - from parsl.data_provider.dynamic_files import DynamicFileList - from parsl.data_provider.files import File - - @python_app - def produce(outputs=[]): - from random import random - from parsl.data_provider.files import File - - def analyze(i): - f = File(f'file://path/to/file{i}.log}') - with open(f.filepath, 'w') as out: - # do some kind of anaylsis - # write out log messages - return f - - count = int(random() * 10) - fl = File(f'file://path/to/master.log') - outputs.append(fl) - with open(fl.filepath, 'w') as log: - log.write(f'Producing {count} files\n') - for i in range(count): - log.write(f"Running analysis {i}\n") - outputs.append(analyze(i)) - - @python_app - def consume(inputs=[]): - for i in range(len(inputs)): - with open(inputs[i].filepath, 'r') as inp: - content = inp.read() - # do something with the log content - - dfl = DynamicFileList() # dfl = [] - - f = produce(dfl) # dfl starts out empty, but is populated by produce - - r = consume(inputs=[dfl[1:]]) # consume waits to run until files are available, - # then does its work on the selected log files - r.result() - -Without a :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList`, -the above code would not work because when the DAG is constructed, the -``inputs`` to ``consume`` is a slice of an empty list. However, the -:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` will populate -the ``dfl`` list with two empty :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` -objects (indicies 0 and 1) and then fill them in with the actual files produced by -``produce`` when they are available. The ``consume`` app will then wait -until the files are available before running. - -Dynamic Files -^^^^^^^^^^^^^ - -Technically the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList` -holds instances of :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile`, -a `Future `_, which itself -wraps the :py:class:`~parsl.data_provider.files.File` and :py:class:`~parsl.app.futures.DataFuture` -objects. However, this class is not intended to be used directly, and is only -mentioned here for completeness. This wrapping is done automatically when you -add an item to the list by direct assignment, ``append``, or ``extend``. Any -access to the members of the list is passed by the -:py:class:`~parsl.data_provider .dynamic_files.DynamicFileList.DynamicFile` -instance directly to the underlying object, thus making it an invisible layer to -the user. - -The :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` -can also be instantiated with `None`,creating a placeholder for a -:py:class:`~parsl.data_provider.files.File` or :py:class:`~parsl.app.futures.DataFuture`. -This was done to resolve any indexing issues arrising from the dynamic nature -of the list. For example, without wrapping items in a -:py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` the -following code will not work: - -.. code-block:: python - - from parsl.data_provider.dynamic_files import DynamicFileList - from parsl.data_provider.files import File - - dfl = DynamicFileList() # dfl = [] - # A B C - dfl[2] = File('file://path/to/file') # dfl = [File(), File(), File('file://path/to/file')] - - myfile = dfl[0] # myfile is a reference to the File() labeled A in dfl - - dfl[0] = File('file://path/to/file.2') # dfl = [File('file://path/to/file.2'), File(), - # File('file://path/to/file')] - # but myfile still points to the File() labeled A - - fh = open(myfile, 'r') # fails because myfile points to an empty File - - -But by utilizing the :py:class:`~parsl.data_provider.dynamic_files.DynamicFileList.DynamicFile` to wrap items, -the code will now work: - -.. code-block:: python - - from parsl.data_provider.dynamic_files import DynamicFileList - from parsl.data_provider.files import File - - dfl = DynamicFileList() # dfl = [] - # A B C - dfl[2] = File('file://path/to/file') # dfl = [DynamicFile(), DynamicFile(), DynamicFile(File('file://path/to/file'))] - - myfile = dfl[0] # myfile is a reference to the DynamicFile() labeled A in dfl - - dfl[0] = File('file://path/to/file.2') # dfl = [DynamicFile(File('file://path/to/file.2')), - # File(), - # File('file://path/to/file')] - # myfile still points to the DynamicFile() labeled A, which now contains a file - - fh = open(myfile, 'r') # works - Staging providers ----------------- diff --git a/parsl/data_provider/data_manager.py b/parsl/data_provider/data_manager.py index 26890122fd..db5d242d36 100644 --- a/parsl/data_provider/data_manager.py +++ b/parsl/data_provider/data_manager.py @@ -8,7 +8,6 @@ from parsl.data_provider.ftp import FTPSeparateTaskStaging from parsl.data_provider.http import HTTPSeparateTaskStaging from parsl.data_provider.staging import Staging -from parsl.data_provider.dynamic_files import DynamicFileList from parsl.data_provider.zip import ZipFileStaging if TYPE_CHECKING: @@ -59,18 +58,7 @@ def replace_task_stage_out(self, file: File, func: Callable, executor: str) -> C raise ValueError("Executor {} cannot stage file {}".format(executor, repr(file))) def optionally_stage_in(self, input, func, executor): - if isinstance(input, DynamicFileList.DynamicFile): - if input.empty: - file = DynamicFileList.DynamicFile - pass - else: - file = input.cleancopy() - # replace the input DataFuture with a new DataFuture which will complete at - # the same time as the original one, but will contain the newly - # copied file - input = DataFuture(input, file, tid=input.tid) - return (input, func) - elif isinstance(input, DataFuture): + if isinstance(input, DataFuture): file = input.file_obj.cleancopy() # replace the input DataFuture with a new DataFuture which will complete at # the same time as the original one, but will contain the newly diff --git a/parsl/data_provider/dynamic_files.py b/parsl/data_provider/dynamic_files.py deleted file mode 100644 index 5c94a97bfc..0000000000 --- a/parsl/data_provider/dynamic_files.py +++ /dev/null @@ -1,574 +0,0 @@ -"""This module implements the DynamicFileList class and DynamicFile subclass. - -The DynaicFile class is a drop in replacement/wrapper for the File and DataFuture classes. See -the XXXXXX documentation for specifics. - -The DynamicFileList class is intended to replace the list of Files for app `outputs`. It acts like a -traditional Python `list`, but is also a Future. This allows for Files to be appended to the output list -and have these Files properly treated by Parsl. -""" -from __future__ import annotations -from concurrent.futures import Future -from datetime import datetime, timezone -from typing import List, Optional, Union, Callable, Dict - -import typeguard -import logging - -from parsl.data_provider.files import File -from parsl.app.futures import DataFuture -from parsl.dataflow.futures import AppFuture - -logger = logging.getLogger(__name__) - - -class DynamicFileList(Future, list): - """A list of files that is also a Future. - - This is used to represent the list of files that an app will produce. - """ - - class DynamicFile(Future): - """A wrapper for a File or DataFuture - - - """ - def parent_callback(self, parent_fu: Future) -> None: - """Callback from executor future to update the parent. - - Updates the future with the result (the File object) or the parent future's - exception. - - Args: - - parent_fu (Future): Future returned by the executor along with callback - - Returns: - - None - """ - e = parent_fu.exception() - if e: - self.set_exception(e) - else: - self.file_obj.timestamp = datetime.now(timezone.utc) - self.parent.dfk.register_as_output(self.file_obj, self.parent.task_record) - self.set_result(self.file_obj) - - def __init__(self, fut: DynamicFileList, file_obj: Optional[Union[File, DataFuture]] = None): - """Construct a DynamicFile instance - - If the file_obj is None, create an emptry instance, otherwise wrap file_obj. - - Args: - - fut (AppFuture) : AppFuture that this DynamicFile will track - - file_obj (File/DataFuture obj) : Something representing file(s) - """ # TODO need to be able to link output and input dynamic file objects and update when the output changes - super().__init__() - self._is_df = isinstance(file_obj, DataFuture) - self.parent = fut - self.file_obj = file_obj - self.parent.add_done_callback(self.parent_callback) - self._empty = file_obj is None #: Tracks whether this wrapper is empty - self._staged_out = False - - @property - def staged(self) -> bool: - """Return whether this file has been staged out.""" - return self._staged_out - - @property - def empty(self) -> bool: - """Return whether this is an empty wrapper.""" - return self._empty - - @property - def uuid(self) -> Union[str, None]: - """Return the uuid of the file object this datafuture represents.""" - if self._empty: - return None - return self.file_obj.uuid - - @property - def timestamp(self) -> Union[datetime, None]: - """Return the timestamp of the file object this datafuture represents.""" - if self._empty: - return None - return self.file_obj.timestamp - - @typeguard.typechecked - def set(self, file_obj: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): - """Set the file_obj for this instance. - - Args: - - file_obj (File/DataFuture) : File or DataFuture to set - """ - if isinstance(file_obj, type(self)): - self.file_obj = file_obj.file_obj - self.file_obj = file_obj - self._empty = False - self._is_df = isinstance(self.file_obj, DataFuture) - self.parent.add_done_func(self.file_obj.filename, self.done) - - def cleancopy(self) -> File: - """Create a clean copy of the file_obj.""" - if self._is_df: - return self.file_obj.file_obj.cleancopy() - return self.file_obj.cleancopy() - - def convert_to_df(self, dfk) -> None: - """Convert the file_obj to a DataFuture. - - Parameters - ---------- - dfk : DataFlowKernel - The dataflow kernel that this instance is associated with - """ - if not self._is_df: - self.file_obj = DataFuture(self.parent, self.file_obj, tid=self.parent._output_task_id, - dfk=dfk) - self._is_df = True - - def done(self) -> bool: - """Return whether the file_obj state is `done`. - - Returns: - - bool : True if the file_obj is `done`, False otherwise - """ - if self._is_df: - return self.file_obj.done() - return True # Files are always done - - @property - def is_df(self) -> bool: - """Return whether this instance wraps a DataFuture.""" - return self._is_df - - @property - def tid(self) -> Union[int, None]: - """Returns the task_id of the task that will resolve this DataFuture.""" - if self._is_df: - return self.file_obj.tid - - @property - def filepath(self) -> Union[str, None]: - """Filepath of the File object this datafuture represents.""" - return self.file_obj.filepath - - @property - def filename(self) -> Union[str, None]: - """Filename of the File object this datafuture represents.""" - if self.file_obj is None: - return None - return self.file_obj.filepath - - @property - def size(self) -> Union[int, None]: - """Size of the file.""" - if self._empty: - return None - if self._is_df: - return self.file_obj.file_obj.size - return self.file_obj.size - - @property - def md5sum(self) -> Union[str, None]: - """MD5 sum of the file.""" - if self._empty: - return None - if self._is_df: - return self.file_obj.file_obj.md5sum - return self.file_obj.md5sum - - def cancel(self): - """Not implemented""" - raise NotImplementedError("Cancel not implemented") - - def cancelled(self) -> bool: - """Return False""" - return False - - def running(self) -> bool: - """Return whether the parent future is running""" - if self.parent is not None: - return self.parent.running() - else: - return False - - def exception(self, timeout=None): - """Return None""" - return None - - def __repr__(self) -> str: - return self.file_obj.__repr__() - - def parent_callback(self, parent_fu): - """Callback from executor future to update the parent. - - Updates the future with the result (the File object) or the parent future's - exception. - - Args: - - parent_fu (Future): Future returned by the executor along with callback - - Returns: - - None - """ - e = parent_fu.exception() - if e: - self.set_exception(e) - else: - self.parent._outputs = self - self.set_result(self) - - @typeguard.typechecked - def __init__(self, files: Optional[List[Union[File, DataFuture, 'self.DynamicFile']]] = None): - """Construct a DynamicFileList instance - - Args: - - files (List[File/DataFuture]) : List of files to initialize the DynamicFileList with - - fut (Future) : Future to set as the parent - """ - super().__init__() - self.files_done: Dict[str, Callable] = {} #: dict mapping file names to their "done" status True/False - self._last_idx = -1 - self.executor: str = '' - self.parent: Union[AppFuture, None] = None - self.dfk = None - self._sub_callbacks: List[Callable] = [] - self._in_callback = False - self._staging_inhibited = False - self._output_task_id = None - self.task_record = None - if files is not None: - self.extend(files) - - def add_done_func(self, name: str, func: Callable): - """ Add a function to the files_done dict, specifically for when an empty DynamicFile - is updated to contain a real File. - - Args: - - name (str) : Name of the file to add the function for - - func (Callable) : Function to add - """ - self.files_done[name] = func - - def stage_file(self, idx: int): - """ Stage a file at the given index, we do this now becuase so that the app and dataflow - can act accordingly when the app finishes. - - Args: - - idx (int) : Index of the file to stage - """ - if self.dfk is None: - return - out_file = self[idx] - if out_file.empty or out_file.staged: - return - if self.parent is None or not out_file.is_df: - return - if self._staging_inhibited: - logger.debug("Not performing output staging for: {}".format(repr(out_file.file_obj))) - else: - f_copy = out_file.file_obj.file_obj.cleancopy() - self[idx].file_obj.file_obj = f_copy - logger.debug("Submitting stage out for output file {}".format(repr(out_file.file_obj))) - stageout_fut = self.dfk.data_manager.stage_out(f_copy, self.executor, self.parent) - if stageout_fut: - logger.debug("Adding a dependency on stageout future for {}".format(repr(out_file))) - self[idx].file_obj.parent = stageout_fut - self[idx].file_obj._tid = self.parent.tid - else: - logger.debug("No stageout dependency for {}".format(repr(f_copy))) - # self.parent._outputs.append(DataFuture(self.parent, out_file.file_obj.file_obj, tid=self.parent.tid)) - func = self.dfk.tasks[self._output_task_id]['func'] - # this is a hook for post-task stage-out - # note that nothing depends on the output - which is maybe a bug - # in the not-very-tested stage-out system? - func = self.dfk.data_manager.replace_task_stage_out(f_copy, func, self.executor) - self.dfk.tasks[self._output_task_id]['func'] = func - self.parent._outputs = self - self._call_callbacks() - # TODO dfk._gather_all_deps - - def wrap(self, file_obj: Union[File, DataFuture, None]) -> 'self.DynamicFile': - """ Wrap a file object in a DynamicFile - - Args: - - file_obj (File/DataFuture) : File or DataFuture to wrap - """ - return self.DynamicFile(self, file_obj) - - def set_dataflow(self, dataflow, executor: str, st_inhibited: bool, task_id: int, task_record: dict): - """ Set the dataflow and executor for this instance - - Args: - - dataflow (DataFlowKernel) : Dataflow kernel that this instance is associated with - - executor (str) : Executor that this instance is associated with - - st_inhibited (bool) : Whether staging is inhibited - """ - self.executor = executor - self.dfk = dataflow - self._staging_inhibited = st_inhibited - self._output_task_id = task_id - self.task_record = task_record - for idx in range(self._last_idx + 1): - self.stage_file(idx) - - def set_parent(self, fut: AppFuture): - """ Set the parent future for this instance - - Args: - - fut (Future) : Future to set as the parent - """ - if self.parent is not None: - raise ValueError("Parent future already set") - self.parent = fut - self.parent.add_done_callback(self.parent_callback) - for idx in range(self._last_idx + 1): - self[idx].convert_to_df(self.dfk) - self.stage_file(idx) - self._call_callbacks() - - def cancel(self): - """ Not implemented """ - raise NotImplementedError("Cancel not implemented") - - def cancelled(self) -> bool: - """ Not implemented """ - return False - - def running(self) -> bool: - """ Returns True if the parent future is running """ - if self.parent is not None: - return self.parent.running() - else: - return False - - def result(self, timeout=None) -> 'DynamicFileList': - """ Return self, which is the results of the file list """ - return self - - def exception(self, timeout=None) -> None: - """ No-op""" - return None - - def done(self) -> bool: - """ Return True if all files are done """ - for element in self.files_done.values(): - if not element(): - return False - return True - - @typeguard.typechecked - def append(self, __object: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): - """ Append a file to the list and update the files_done dict - - Args: - - __object (File/DataFuture) : File or DataFuture to append - """ - if not isinstance(__object, DynamicFileList.DynamicFile): - if self.parent is not None and isinstance(__object, File): - __object = DataFuture(self.parent, __object, tid=self._output_task_id, - dfk=self.dfk) - __object = self.wrap(__object) - if self._last_idx == len(self) - 1: - super().append(__object) - else: - # must assume the object is empty, but exists - super().__getitem__(self._last_idx + 1).set(__object) - self.files_done[__object.filename] = super().__getitem__(self._last_idx + 1).done - self._last_idx += 1 - self.stage_file(self._last_idx) - self._call_callbacks() - - def extend(self, __iterable): - """ Extend the list with the contents of the iterable and update the files_done dict - - Args: - - __iterable (Iterable) : Iterable to extend the list with - """ - items = [] - for f in __iterable: - if not isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): - raise ValueError("DynamicFileList can only contain Files or DataFutures") - if not isinstance(f, DynamicFileList.DynamicFile): - if self.parent is not None and isinstance(f, File): - f = DataFuture(self.parent, f, tid=self._output_task_id, - dfk=self.dfk) - f = self.wrap(f) - self.files_done[f.filename] = f.done - items.append(f) - if self._last_idx == len(self) - 1: - super().extend(items) - for i in range(len(items)): - self._last_idx += 1 - self.stage_file(self._last_idx) - self._call_callbacks() - return - diff = len(self) - 1 - self._last_idx - len(items) - if diff < 0: - super().extend([self.wrap(None)] * abs(diff)) - for item in items: - self._last_idx += 1 - self[self._last_idx].set(item) - self.files_done[item.filename] = super().__getitem__(self._last_idx).done - self.stage_file(self._last_idx) - self._call_callbacks() - - def insert(self, __index: int, __object: Union[File, DataFuture, DynamicFile]): - """ Insert a file into the list at the given index and update the files_done dict - - Args: - - __index (int) : Index to insert the file at - - __object (File/DataFuture) : File or DataFuture to insert - """ - if __index > self._last_idx: - raise ValueError("Cannot insert at index greater than the last index") - if not isinstance(__object, self.DynamicFile): - if self.parent is not None and isinstance(__object, File): - __object = DataFuture(self.parent, __object, tid=self._output_task_id, - dfk=self.dfk) - __object = self.wrap(__object) - self.files_done[__object.filename] = __object.done - super().insert(__index, __object) - self.stage_file(__index) - self._last_idx += 1 - self._call_callbacks() - - def remove(self, __value): - """ Remove a file from the list and update the files_done dict - - Args: - - __value (File/DataFuture) : File or DataFuture to remove - """ - del self.files_done[__value.filename] - super().remove(__value) - self._last_idx -= 1 - self._call_callbacks() - - def pop(self, __index: int = -1) -> DataFuture: - """ Pop a file from the list and update the files_done dict - - Args: - - __index (int) : Index to pop the file at - - Returns: - - File/DataFuture : File or DataFuture that was popped - """ - if __index == -1: - value = super().pop(self._last_idx) - elif __index <= self._last_idx: - value = super().pop(__index) - else: - raise IndexError("Index out of range") - del self.files_done[value.filename] - self._last_idx -= 1 - self._call_callbacks() - return value.file_obj - - def clear(self): - """ Clear the list and the files_done dict """ - self.files_done.clear() - self._last_idx = -1 - super().clear() - # detach all the callbacks so that sub-lists can still be used - self._sub_callbacks.clear() - - def _call_callbacks(self): - """ Call the callbacks for the sublists """ - if self._in_callback: - return - self._in_callback = True - for cb in self._sub_callbacks: - cb() - self._in_callback = False - - def _expand(self, idx): - for _ in range(idx - len(self) + 1): - super().append(self.wrap(None)) - - @typeguard.typechecked - def __setitem__(self, key: int, value: Union[File, DataFuture, 'DynamicFileList.DynamicFile']): - if self[key].filename in self.files_done: - del self.files_done[self[key].filename] - if super().__getitem__(key).empty: - if self.parent is not None and isinstance(value, File): - value = DataFuture(self.parent, value, tid=self._output_task_id, - dfk=self.dfk) - super().__getitem__(key).set(value) - self.files_done[super().__getitem__(key).filename] = super().__getitem__(key).done - self._last_idx = max(self._last_idx, key) - self._call_callbacks() - self.stage_file(key) - elif value.uuid == super().__getitem__(key).uuid: - if isinstance(value, DynamicFileList.DynamicFile): - super().__getitem__(key).set(value.file_obj) - else: - super().__getitem__(key).set(value) - else: - raise ValueError("Cannot set a value that is not empty") - # if not isinstance(value, self.DynamicFile): - # if isinstance(value, File): - # value = DataFuture(self.parent, value, tid=self._output_task_id) - # value = self.wrap(value) - # super().__setitem__(key, value) - # self.files_done[value.filename] = value.done - - def __getitem__(self, key): - # make sure the list will be long enough when it is filled, so we can return a future - if isinstance(key, slice): - if key.start is None: - pass - elif key.start >= len(self): - for i in range(len(self), key.start + 1): - self.append(self.wrap(None)) - if key.stop is not None and key.stop > len(self): - for i in range(len(self), key.stop): - self.append(self.wrap(None)) - ret = DynamicFileSubList(key, super().__getitem__(key), self) - self._sub_callbacks.append(ret.callback) - return ret - else: - if key >= len(self): - self._expand(key) - return super().__getitem__(key) - - def get_update(self, key: slice): - """Get an updated slice for the sublist. - - Args: - - key (slice) : Slice to update - - Returns: - - List[DynamicFile] : Updated slice - """ - return super().__getitem__(key) - - def __delitem__(self, key): - raise Exception("Cannot delete from a DynamicFileList") - # del self.files_done[self[key].filename] - # super().__delitem__(key) - # self._call_callbacks() - - def __repr__(self): - type_ = type(self) - module = type_.__module__ - qualname = type_.__qualname__ - if self.done(): - done = "done" - else: - done = "not done" - return f"<{module}.{qualname} object at {hex(id(self))} containing {len(self)} objects {done}>" - - -class DynamicFileSubList(DynamicFileList): - @typeguard.typechecked - def __init__(self, key: slice, files: Optional[List[DynamicFileList.DynamicFile]], parent: DynamicFileList): - super().__init__(files=files) - self.parent = parent - self.slice = key - self.fixed_size = key.stop is not None and key.start is not None - - def callback(self): - """Callback for updating the sublist when the parent list is updated.""" - self.clear() - self.extend(self.parent.get_update(self.slice)) diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 52f115de07..333a652340 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -113,8 +113,3 @@ def filepath(self) -> str: return self.path else: raise ValueError("No local_path set for {}".format(repr(self))) - - @property - def timesatmp(self) -> Optional[str]: - """Stub to make this compatible with DynamicFile objects.""" - return None diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 2dc2d0a816..243f727a70 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -29,7 +29,6 @@ from parsl.config import Config from parsl.data_provider.data_manager import DataManager from parsl.data_provider.files import File -from parsl.data_provider.dynamic_files import DynamicFileList from parsl.dataflow.dependency_resolvers import SHALLOW_DEPENDENCY_RESOLVER from parsl.dataflow.errors import BadCheckpoint, DependencyError, JoinError from parsl.dataflow.futures import AppFuture @@ -240,7 +239,7 @@ def _send_task_log_info(self, task_record: TaskRecord) -> None: task_log_info = self._create_task_log_info(task_record) self.monitoring.send(MessageType.TASK_INFO, task_log_info) - def _send_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], + def _send_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord, is_output:bool) -> None: if self.monitoring and self.monitoring.capture_file_provenance: file_log_info = self._create_file_log_info(file, task_record) @@ -249,7 +248,7 @@ def _send_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.Dyna file_log_info['task_id'] = None self.monitoring.send(MessageType.FILE_INFO, file_log_info) - def _create_file_log_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], + def _create_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord) -> Dict[str, Any]: """ Create the dictionary that will be included in the log. @@ -287,21 +286,21 @@ def _register_env(self, environ: ParslExecutor) -> None: environ_info = self._create_env_log_info(environ) self.monitoring.send(MessageType.ENVIRONMENT_INFO, environ_info) - def register_as_input(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), + def register_as_input(self, f: Union[File, DataFuture], task_record: TaskRecord): if self.monitoring and self.monitoring.capture_file_provenance: self._send_file_log_info(f, task_record, False) file_input_info = self._create_file_io_info(f, task_record) self.monitoring.send(MessageType.INPUT_FILE, file_input_info) - def register_as_output(self, f: Union(DynamicFileList.DynamicFile, File, DataFuture), + def register_as_output(self, f: Union[File, DataFuture], task_record: TaskRecord): if self.monitoring and self.monitoring.capture_file_provenance: self._send_file_log_info(f, task_record, True) file_output_info = self._create_file_io_info(f, task_record) self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) - def _create_file_io_info(self, file: Union[File, DataFuture, DynamicFileList.DynamicFile], + def _create_file_io_info(self, file: Union[File, DataFuture], task_record: TaskRecord) -> Dict[str, Any]: """ Create the dictionary that will be included in the log. @@ -880,13 +879,13 @@ def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, if kwarg in ['stdout', 'stderr']: continue (kwargs[kwarg], func) = self.data_manager.optionally_stage_in(f, func, executor) - if isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): + if isinstance(f, (File, DataFuture)): self.register_as_input(f, task_record) newargs = list(args) for idx, f in enumerate(newargs): (newargs[idx], func) = self.data_manager.optionally_stage_in(f, func, executor) - if isinstance(f, (DynamicFileList.DynamicFile, File, DataFuture)): + if isinstance(f, (File, DataFuture)): self.register_as_input(f, task_record) return tuple(newargs), kwargs, func @@ -895,11 +894,6 @@ def _add_output_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, func: Callable, task_id: int, task_record: TaskRecord) -> Callable: logger.debug("Adding output dependencies") outputs = kwargs.get('outputs', []) - if isinstance(outputs, DynamicFileList): - outputs.set_dataflow(self, executor, self.check_staging_inhibited(kwargs), task_id, task_record) - outputs.set_parent(app_fut) - app_fut._outputs = outputs - return func app_fut._outputs = [] @@ -984,11 +978,8 @@ def check_dep(d: Any) -> None: # Check for futures in inputs=[...] inp = kwargs.get('inputs', []) - if isinstance(inp, DynamicFileList): - check_dep(inp) - else: - for dep in inp: - check_dep(dep) + for dep in inp: + check_dep(dep) return depends diff --git a/parsl/tests/test_data/test_dynamic_file.py b/parsl/tests/test_data/test_dynamic_file.py deleted file mode 100644 index 0b5e293732..0000000000 --- a/parsl/tests/test_data/test_dynamic_file.py +++ /dev/null @@ -1,415 +0,0 @@ -from concurrent.futures import Future -import pytest -#from pytest_mock import mocker - -from parsl.data_provider.data_manager import DataManager -from parsl.data_provider.dynamic_files import DynamicFileList as DFL -from parsl.data_provider.files import File -from parsl.app.futures import DataFuture -from parsl.dataflow.futures import AppFuture - - -class MockDFK: - def __init__(self, tasks): - self.executors = {'tester': 'test'} - self.storage_access = [] - self.data_manager = DataManager(self) - self.tasks = {tasks['id']: tasks} - - -def test_dynamic_file_empty(): - fut = DFL() - df = DFL.DynamicFile(fut, None) - assert df.file_obj is None - assert df.empty is True - - -def test_dynamic_file_File(): - fut = DFL() - fl = File('test.txt') - df = DFL.DynamicFile(fut, fl) - assert df.file_obj == fl - assert df.empty is False - assert df.done() is True - assert df.filename.endswith('test.txt') - - -def test_dynamic_file_DataFuture(): - fut = Future() - fl = DataFuture(fut, File('test2.txt')) - df = DFL.DynamicFile(DFL(), fl) - assert df.file_obj == fl - assert df.empty is False - assert df.done() is False - assert df.tid is None - assert df.filepath.endswith('test2.txt') - - -def test_dynamic_file_set(): - fut = DFL() - df = DFL.DynamicFile(fut, None) - assert df.file_obj is None - assert df.empty is True - fl = File('test.txt') - df.set(fl) - assert df.file_obj == fl - assert df.empty is False - - -def test_dynamic_file_not_implemented(): - fut = DFL() - fl = DataFuture(fut, File('test2.txt')) - df = DFL.DynamicFile(fut, fl) - with pytest.raises(NotImplementedError): - df.cancel() - assert df.cancelled() is False - assert df.exception() is None - - -def test_dynamic_file_passthrough(): - fut = DFL() - dfl = DataFuture(fut, File('test3.txt')) - df = DFL.DynamicFile(fut, dfl) - assert df.running() is False - af = AppFuture({}) - fut.set_parent(af) - assert df.running() is False - af.set_running_or_notify_cancel() - assert df.running() is True - - -def test_dynamic_file_callback(): - fut = DFL() - dfl = DataFuture(fut, File('test3.txt')) - df = DFL.DynamicFile(fut, dfl) - with pytest.raises(Exception): - df.result(1) - fut.set_running_or_notify_cancel() - fut.set_result(5) - assert df.done() is True - assert isinstance(df.result(), Future) - - -def test_dynamic_file_list(): - dfl = DFL() - assert len(dfl) == 0 - - -def test_dynamic_file_list_append(): - dfl = DFL() - assert len(dfl) == 0 - - dfl.append(File('test.txt')) - dfl.append(File('test2.txt')) - assert len(dfl) == 2 - - -def test_dynamic_file_list_extend(): - dfl = DFL() - assert len(dfl) == 0 - - dfl.extend([File('test.txt'), File('test2.txt')]) - assert len(dfl) == 2 - - -def test_dynamic_file_list_dynamics(): - dfl = DFL() - assert len(dfl) == 0 - - dfl[5] = File('test4.txt') - assert len(dfl) == 6 - - tempid = id(dfl[3]) - dfl[3] = File('test3.txt') - assert len(dfl) == 6 - assert id(dfl[3]) == tempid - - dfl[2] = dfl[5] - assert len(dfl) == 6 - assert id(dfl[2]) != tempid - tempid = id(dfl[5]) - with pytest.raises(ValueError): - dfl[5] = File('another.test.dat') - assert len(dfl) == 6 - assert tempid == id(dfl[5]) - - -def test_dynamic_file_list_no_op(): - dfl = DFL() - with pytest.raises(Exception): - dfl.cancel() - assert dfl.cancelled() is False - - -def test_dynamic_file_list_dynamic_append(): - dfl = DFL() - _ = dfl[5] - assert len(dfl) == 6 - f0 = File('tester5.dat') - dfl[0] = f0 - assert dfl[1].empty - tempid = id(dfl[1]) - f1 = File('tester2.dat') - dfl.append(f1) - assert len(dfl) == 6 - assert dfl[0].filename == f0.filename - assert dfl[1].filename == f1.filename - assert tempid == id(dfl[1]) - assert dfl[2].empty - - -def test_dynamic_file_list_dynamic_extend(): - dfl = DFL() - _ = dfl[5] - assert len(dfl) == 6 - f0 = File('tester5.dat') - dfl[0] = f0 - assert dfl[1].empty - tempids = [id(dfl[0]), id(dfl[1]), id(dfl[2]), id(dfl[3])] - f1 = File('tester2.dat') - f2 = File('tester3.dat') - dfl.extend([f1, f2]) - assert len(dfl) == 6 - assert dfl[0].filename == f0.filename - assert tempids[0] == id(dfl[0]) - assert dfl[1].filename == f1.filename - assert tempids[1] == id(dfl[1]) - assert dfl[2].filename == f2.filename - assert tempids[2] == id(dfl[2]) - assert dfl[3].empty - assert tempids[3] == id(dfl[3]) - f3 = File('tester4.dat') - f4 = File('tester5.dat') - f5 = File('tester6.dat') - f6 = File('tester7.dat') - dfl.extend([f3, f4, f5, f6]) - assert len(dfl) == 7 - - -def test_dynamic_file_list_insert_and_remove(): - f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f) - assert len(dfl) == 10 - dfl.insert(4, File('tester99.dat')) - assert len(dfl) == 11 - assert dfl[4].filename == 'tester99.dat' - assert dfl[5].filename == 'tester4.dat' - - dfl.remove(dfl[5]) - assert len(dfl) == 10 - assert dfl[4].filename == 'tester99.dat' - assert dfl[5].filename == 'tester5.dat' - - dfl.append(File('tester100.dat')) - assert len(dfl) == 11 - - -def test_dynamic_file_list_clear(): - f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f) - assert len(dfl) == 10 - dfl.clear() - assert len(dfl) == 0 - - -def test_dynamic_file_list_pop(): - f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f) - assert len(dfl) == 10 - assert dfl.pop().filename == 'tester9.dat' - assert len(dfl) == 9 - assert dfl.pop(3).filename == 'tester3.dat' - assert len(dfl) == 8 - _ = dfl[15] - dfl.append(File('tester10.dat')) - assert dfl[0].filename == 'tester0.dat' - assert dfl[7].filename == 'tester8.dat' - assert dfl[8].filename == 'tester10.dat' - assert dfl[9].empty - assert dfl._last_idx == 8 - assert len(dfl) == 16 - assert dfl.pop().filename == 'tester10.dat' - - -def test_dynamic_file_sub_list_fixed_size(): - f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f) - assert len(dfl) == 10 - dfsl = dfl[2:5] - assert len(dfsl) == 3 - assert dfsl[0].filename == 'tester2.dat' - assert dfsl[2].filename == 'tester4.dat' - dfl.insert(3, File('testBig.dat')) - assert len(dfl) == 11 - assert len(dfsl) == 3 - assert dfsl[0].filename == 'tester2.dat' - assert dfsl[1].filename == 'testBig.dat' - assert dfsl[2].filename == 'tester3.dat' - - dfl.insert(0, File('testSmall.dat')) - assert len(dfl) == 12 - assert len(dfsl) == 3 - assert dfsl[0].filename == 'tester1.dat' - assert dfsl[1].filename == 'tester2.dat' - assert dfsl[2].filename == 'testBig.dat' - - dfl.append(File('testBig3.dat')) - assert len(dfl) == 13 - assert len(dfsl) == 3 - assert dfsl[0].filename == 'tester1.dat' - assert dfsl[1].filename == 'tester2.dat' - assert dfsl[2].filename == 'testBig.dat' - - -def test_dynamic_file_sub_list_dynamic_size_upper(): - f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f) - assert len(dfl) == 10 - dfsl = dfl[2:] - assert len(dfsl) == 8 - dfl.insert(3, File('testBig.dat')) - assert len(dfl) == 11 - assert len(dfsl) == 9 - assert dfsl[0].filename == 'tester2.dat' - assert dfsl[1].filename == 'testBig.dat' - assert dfsl[2].filename == 'tester3.dat' - - dfl.insert(0, File('testSmall.dat')) - assert len(dfl) == 12 - assert len(dfsl) == 10 - assert dfsl[0].filename == 'tester1.dat' - assert dfsl[1].filename == 'tester2.dat' - assert dfsl[2].filename == 'testBig.dat' - - dfl.append(File('testBig3.dat')) - assert len(dfl) == 13 - assert len(dfsl) == 11 - assert dfsl[0].filename == 'tester1.dat' - assert dfsl[1].filename == 'tester2.dat' - assert dfsl[2].filename == 'testBig.dat' - - -def test_dynamic_file_sub_list_dynamic_size_lower(): - f = [File(f'tester{i}.dat') for i in range(10)] - dfl = DFL(f) - assert len(dfl) == 10 - dfsl = dfl[:5] - assert len(dfsl) == 5 - dfl.insert(3, File('testBig.dat')) - assert len(dfl) == 11 - assert len(dfsl) == 5 - assert dfsl[2].filename == 'tester2.dat' - assert dfsl[3].filename == 'testBig.dat' - assert dfsl[4].filename == 'tester3.dat' - - dfl.insert(0, File('testSmall.dat')) - assert len(dfl) == 12 - assert len(dfsl) == 5 - assert dfsl[0].filename == 'testSmall.dat' - assert dfsl[1].filename == 'tester0.dat' - assert dfsl[2].filename == 'tester1.dat' - - dfl.append(File('testBig3.dat')) - assert len(dfl) == 13 - assert len(dfsl) == 5 - assert dfsl[0].filename == 'testSmall.dat' - assert dfsl[1].filename == 'tester0.dat' - assert dfsl[2].filename == 'tester1.dat' - - -def test_dynamic_file_sub_list_dynamic_size_creation(): - dfl = DFL() - assert len(dfl) == 0 - dfsl = dfl[2:] - assert len(dfl) == 3 - assert len(dfsl) == 1 - - dfl2 = DFL() - assert len(dfl2) == 0 - dfsl2 = dfl2[2:5] - assert len(dfl2) == 5 - assert len(dfsl2) == 3 - - dfl3 = DFL() - assert len(dfl3) == 0 - dfsl3 = dfl3[:5] - assert len(dfl3) == 5 - assert len(dfsl3) == 5 - - -def test_dynamic_file_list_set_parent(): - dfl = DFL() - assert dfl.parent is None - af = AppFuture({}) - dfl.set_parent(af) - assert dfl.parent == af - af1 = AppFuture({}) - with pytest.raises(ValueError): - dfl.set_parent(af1) - - -def test_dynamic_file_list_set_dataflow(): - dfl = DFL() - tr = {'id': 101, 'func': None} - af = AppFuture(tr) - dfl.set_parent(af) - dflow = MockDFK(tr) - dfl.set_dataflow(dflow, 'tester', False, 101) - assert dfl.dataflow == dflow - assert dfl.parent._outputs == dfl - - -def test_dynamic_file_list_staging_with_files(): - dfl = DFL([File(f'tester{i}.dat') for i in range(10)]) - tr = {'id': 101, 'func': None} - af = AppFuture(tr) - dfl.set_parent(af) - dflow = MockDFK(tr) - dfl.set_dataflow(dflow, 'tester', False, 101) - assert dfl.dataflow == dflow - assert dfl.parent._outputs == dfl - - -def test_dynamic_file_list_staging_with_df(): - tr = {'id': 101, 'func': None} - af = AppFuture(tr) - dfl = DFL([DataFuture(af, File(f'tester{i}.dat')) for i in range(10)]) - dfl.set_parent(af) - dflow = MockDFK(tr) - dfl.set_dataflow(dflow, 'tester', False, 101) - assert dfl.dataflow == dflow - assert dfl.parent._outputs == dfl - - -def test_dynamic_filer_list_staging_mix(): - dfl = DFL([File(f'tester{i}.dat') for i in range(10)]) - tr = {'id': 101, 'func': None} - af = AppFuture(tr) - dfl.set_parent(af) - dflow = MockDFK(tr) - dfl.set_dataflow(dflow, 'tester', False, 101) - assert dfl.dataflow == dflow - assert dfl.parent._outputs == dfl - dfl.append(File('newtester.dat')) - - -def stub_func(): - pass - - -def test_dynamic_file_list_mock(mocker): - path = 'parsl.data_provider.data_manager.DataManager' - mocker.patch(f"{path}.stage_out", return_value=stub_func) - dfl = DFL([File(f'tester{i}.dat') for i in range(10)]) - tr = {'id': 101, 'func': None} - af = AppFuture(tr) - dfl.set_parent(af) - dflow = MockDFK(tr) - dfl.set_dataflow(dflow, 'tester', False, 101) - assert dfl.dataflow == dflow - assert dfl.parent._outputs == dfl - dfl.append(File('newtester.dat')) - - -if __name__ == '__main__': - ret = pytest.main(['-v', __file__, '--config', '/home/friedel/devel/parsl/parsl/tests/configs/local_threads.py', '--random-order']) From 9a05b2c0c8d86d413406bca2dd492d8550c06404 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 09:50:43 -0600 Subject: [PATCH 37/59] reorganized to group similar codes together --- parsl/dataflow/dflow.py | 155 ++++++++++++++++--------------- parsl/monitoring/db_manager.py | 22 ++++- parsl/monitoring/message_type.py | 1 + 3 files changed, 100 insertions(+), 78 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 0339055e74..503010f45d 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -230,83 +230,10 @@ def __exit__(self, exc_type, exc_value, traceback) -> None: raise InternalConsistencyError(f"Exit case for {mode} should be unreachable, validated by typeguard on Config()") def _send_task_log_info(self, task_record: TaskRecord) -> None: - if self.monitoring and self.monitoring.capture_file_provenance: + if self.monitoring: task_log_info = self._create_task_log_info(task_record) self.monitoring.send((MessageType.TASK_INFO, task_log_info)) - def _send_file_log_info(self, file: Union[File, DataFuture], - task_record: TaskRecord, is_output:bool) -> None: - if self.monitoring and self.monitoring.capture_file_provenance: - file_log_info = self._create_file_log_info(file, task_record) - # make sure the task_id is None for inputs - if not is_output: - file_log_info['task_id'] = None - self.monitoring.send(MessageType.FILE_INFO, file_log_info) - - def _create_file_log_info(self, file: Union[File, DataFuture], - task_record: TaskRecord) -> Dict[str, Any]: - """ - Create the dictionary that will be included in the log. - """ - file_log_info = {'file_name': file.filename, - 'file_id': str(file.uuid), - 'run_id': self.run_id, - 'task_id': task_record['id'], - 'try_id': task_record['try_id'], - 'timestamp': file.timestamp, - 'size': file.size, - 'md5sum': file.md5sum - } - return file_log_info - - def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: - """ - Create the dictionary that will be included in the log. - """ - env_log_info = {'run_id': environ.run_id, - 'environment_id': str(environ.uu_id), - 'label': environ.label - } - - env_log_info['address'] = getattr(environ, 'address', None) - provider= getattr(environ, 'provider', None) - if provider is not None: - env_log_info['provider'] = provider.label - env_log_info['launcher'] = type(getattr(provider, 'launcher', None)) - env_log_info['worker_init'] = getattr(provider, 'worker_init', None) - return env_log_info - - def _register_env(self, environ: ParslExecutor) -> None: - if self.monitoring and self.monitoring.capture_file_provenance: - environ_info = self._create_env_log_info(environ) - self.monitoring.send(MessageType.ENVIRONMENT_INFO, environ_info) - - def register_as_input(self, f: Union[File, DataFuture], - task_record: TaskRecord): - if self.monitoring and self.monitoring.capture_file_provenance: - self._send_file_log_info(f, task_record, False) - file_input_info = self._create_file_io_info(f, task_record) - self.monitoring.send(MessageType.INPUT_FILE, file_input_info) - - def register_as_output(self, f: Union[File, DataFuture], - task_record: TaskRecord): - if self.monitoring and self.monitoring.capture_file_provenance: - self._send_file_log_info(f, task_record, True) - file_output_info = self._create_file_io_info(f, task_record) - self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) - - def _create_file_io_info(self, file: Union[File, DataFuture], - task_record: TaskRecord) -> Dict[str, Any]: - """ - Create the dictionary that will be included in the log. - """ - file_io_info = {'file_id': str(file.uuid), - 'run_id': self.run_id, - 'task_id': task_record['id'], - 'try_id': task_record['try_id'], - } - return file_io_info - def _create_task_log_info(self, task_record: TaskRecord) -> Dict[str, Any]: """ Create the dictionary that will be included in the log. @@ -370,6 +297,83 @@ def std_spec_to_name(name, spec): return task_log_info + def _send_file_log_info(self, file: Union[File, DataFuture], + task_record: TaskRecord, is_output:bool) -> None: + """ Generate a message for the monitoring db about a file. """ + if self.monitoring and self.monitoring.capture_file_provenance: + file_log_info = self._create_file_log_info(file, task_record) + # make sure the task_id is None for inputs + if not is_output: + file_log_info['task_id'] = None + self.monitoring.send(MessageType.FILE_INFO, file_log_info) + + def _create_file_log_info(self, file: Union[File, DataFuture], + task_record: TaskRecord) -> Dict[str, Any]: + """ + Create the dictionary that will be included in the ,omitoring db. + """ + file_log_info = {'file_name': file.filename, + 'file_id': str(file.uuid), + 'run_id': self.run_id, + 'task_id': task_record['id'], + 'try_id': task_record['try_id'], + 'timestamp': file.timestamp, + 'size': file.size, + 'md5sum': file.md5sum + } + return file_log_info + + def register_as_input(self, f: Union[File, DataFuture], + task_record: TaskRecord): + """ Register a file as an input to a task. """ + if self.monitoring and self.monitoring.capture_file_provenance: + self._send_file_log_info(f, task_record, False) + file_input_info = self._create_file_io_info(f, task_record) + self.monitoring.send(MessageType.INPUT_FILE, file_input_info) + + def register_as_output(self, f: Union[File, DataFuture], + task_record: TaskRecord): + """ Register a file as an output of a task. """ + if self.monitoring and self.monitoring.capture_file_provenance: + self._send_file_log_info(f, task_record, True) + file_output_info = self._create_file_io_info(f, task_record) + self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) + + def _create_file_io_info(self, file: Union[File, DataFuture], + task_record: TaskRecord) -> Dict[str, Any]: + """ + Create the dictionary that will be included in the monitoring db + """ + file_io_info = {'file_id': str(file.uuid), + 'run_id': self.run_id, + 'task_id': task_record['id'], + 'try_id': task_record['try_id'], + } + return file_io_info + + def _register_env(self, environ: ParslExecutor) -> None: + """ Capture the environment information for the monitoring db. """ + if self.monitoring and self.monitoring.capture_file_provenance: + environ_info = self._create_env_log_info(environ) + self.monitoring.send(MessageType.ENVIRONMENT_INFO, environ_info) + + def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: + """ + Create the dictionary that will be included in the monitoring db + """ + env_log_info = {'run_id': environ.run_id, + 'environment_id': str(environ.uu_id), + 'label': environ.label + } + + env_log_info['address'] = getattr(environ, 'address', None) + provider= getattr(environ, 'provider', None) + if provider is not None: + env_log_info['provider'] = provider.label + env_log_info['launcher'] = type(getattr(provider, 'launcher', None)) + env_log_info['worker_init'] = getattr(provider, 'worker_init', None) + return env_log_info + def _count_deps(self, depends: Sequence[Future]) -> int: """Count the number of unresolved futures in the list depends. """ @@ -845,8 +849,7 @@ def launch_task(self, task_record: TaskRecord) -> Future: return exec_fu def _add_input_deps(self, executor: str, args: Sequence[Any], kwargs: Dict[str, Any], func: Callable, - task_record: TaskRecord) -> Tuple[Sequence[Any], Dict[str, Any], - Callable]: + task_record: TaskRecord) -> Tuple[Sequence[Any], Dict[str, Any], Callable]: """Look for inputs of the app that are files. Give the data manager the opportunity to replace a file with a data future for that file, for example wrapping the result of a staging action. diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 34afbdfbb0..2765d1d988 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -52,6 +52,7 @@ INPUT_FILES = 'input_files' # Input files table include input file info OUTPUT_FILES = 'output_files' # Output files table include output file info ENVIRONMENT = 'environment' # Executor table include executor info +MISC_INFO = 'misc_info' # Misc info table include misc info class Database: @@ -270,7 +271,6 @@ class Environment(Base): worker_init = Column('worker_init', Text, nullable=True) __table_args__ = (PrimaryKeyConstraint('environment_id'),) - class InputFiles(Base): __tablename__ = INPUT_FILES file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), @@ -295,6 +295,16 @@ class OutputFiles(Base): nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) + class MiscInfo(Base): + __tablename__ = MISC_INFO + run_id = Column('run_id', Text, nullable=False) + task_id = Column('task_id', Integer, nullable=True) + try_id = Column('try_id', Integer, nullable=False) + timestamp = Column('timestamp', DateTime, nullable=False) + info = Column('info', Text, nullable=False) + __table_args__ = ( + PrimaryKeyConstraint('run_id', 'task_id', 'try_id', 'timestamp'),) + class Resource(Base): __tablename__ = RESOURCE try_id = Column('try_id', Integer, nullable=False) @@ -449,6 +459,7 @@ def start(self, input_file_update_messages, input_file_insert_messages, input_file_all_messages = [], [], [] output_file_update_messages, output_file_insert_messages, output_file_all_messages = [], [], [] environment_insert_messages = [] + misc_info_insert_messages = [] for msg_type, msg in priority_messages: if msg_type == MessageType.WORKFLOW_INFO: if "python_version" in msg: # workflow start message @@ -538,7 +549,9 @@ def start(self, if msg['environment_id'] not in inserted_envs: environment_insert_messages.append(msg) inserted_envs.add(msg['environment_id']) - + elif msg_ype == MessageType.MISC_INFO: + # no filtering, just insert each message + misc_info_insert_messages.append(msg) elif msg_type == MessageType.INPUT_FILE: file_id = msg['file_id'] input_file_all_messages.append(msg) @@ -615,6 +628,11 @@ def start(self, self._insert(table=OUTPUT_FILES, messages=output_file_insert_messages) logger.debug("There are {} inserted output file records".format(len(output_inserted_files))) + if misc_info_insert_messages: + logger.debug("Inserting {} MISC_INFO to misc_info table".format(len(misc_info_insert_messages))) + self._insert(table=MISC_INFO, messages=misc_info_insert_messages) + logger.debug("There are {} inserted misc info records".format(len(misc_info_insert_messages))) + if try_insert_messages: logger.debug("Inserting {} TASK_INFO to try table".format(len(try_insert_messages))) self._insert(table=TRY, messages=try_insert_messages) diff --git a/parsl/monitoring/message_type.py b/parsl/monitoring/message_type.py index 80e4caa0fd..03a81f9dbb 100644 --- a/parsl/monitoring/message_type.py +++ b/parsl/monitoring/message_type.py @@ -23,3 +23,4 @@ class MessageType(Enum): INPUT_FILE = 6 OUTPUT_FILE = 7 ENVIRONMENT_INFO = 8 + MISC_INFO = 9 From 14aac2b5333628b42aa623d0cadf39b31ede1a45 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 11:09:37 -0600 Subject: [PATCH 38/59] fixed message format --- parsl/dataflow/dflow.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 503010f45d..6efab18d28 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -305,7 +305,7 @@ def _send_file_log_info(self, file: Union[File, DataFuture], # make sure the task_id is None for inputs if not is_output: file_log_info['task_id'] = None - self.monitoring.send(MessageType.FILE_INFO, file_log_info) + self.monitoring.send((MessageType.FILE_INFO, file_log_info)) def _create_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord) -> Dict[str, Any]: @@ -329,7 +329,7 @@ def register_as_input(self, f: Union[File, DataFuture], if self.monitoring and self.monitoring.capture_file_provenance: self._send_file_log_info(f, task_record, False) file_input_info = self._create_file_io_info(f, task_record) - self.monitoring.send(MessageType.INPUT_FILE, file_input_info) + self.monitoring.send((MessageType.INPUT_FILE, file_input_info)) def register_as_output(self, f: Union[File, DataFuture], task_record: TaskRecord): @@ -337,7 +337,7 @@ def register_as_output(self, f: Union[File, DataFuture], if self.monitoring and self.monitoring.capture_file_provenance: self._send_file_log_info(f, task_record, True) file_output_info = self._create_file_io_info(f, task_record) - self.monitoring.send(MessageType.OUTPUT_FILE, file_output_info) + self.monitoring.send((MessageType.OUTPUT_FILE, file_output_info)) def _create_file_io_info(self, file: Union[File, DataFuture], task_record: TaskRecord) -> Dict[str, Any]: @@ -355,7 +355,7 @@ def _register_env(self, environ: ParslExecutor) -> None: """ Capture the environment information for the monitoring db. """ if self.monitoring and self.monitoring.capture_file_provenance: environ_info = self._create_env_log_info(environ) - self.monitoring.send(MessageType.ENVIRONMENT_INFO, environ_info) + self.monitoring.send((MessageType.ENVIRONMENT_INFO, environ_info)) def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: """ From 585fd039525c12ae4f305c03171f8ee98fbded5c Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 11:40:57 -0600 Subject: [PATCH 39/59] fixed some typos --- parsl/monitoring/db_manager.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 2765d1d988..e06cf30789 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -5,7 +5,7 @@ import queue import threading import time -from typing import Any, Dict, List, Optional, Set, Tuple, TypeVar, cast +from typing import Any, Dict, List, Optional, Set, Tuple, TypeVar, Union, cast import typeguard @@ -407,9 +407,9 @@ def start(self, """ like inserted_tasks but for Files """ - inserted_files = dict() # type: Dict[Str, Dict[Str, Union[None, datetime.datetime, Str, int]]] - input_inserted_files = dict() # type: Dict[Str, List[Str]] - output_inserted_files = dict() # type: Dict[Str, List[Str]] + inserted_files = dict() # type: Dict[str, Dict[str, Union[None, datetime.datetime, str, int]]] + input_inserted_files = dict() # type: Dict[str, List[str]] + output_inserted_files = dict() # type: Dict[str, List[str]] inserted_envs = set() # type: Set[object] # for any task ID, we can defer exactly one message, which is the @@ -549,7 +549,7 @@ def start(self, if msg['environment_id'] not in inserted_envs: environment_insert_messages.append(msg) inserted_envs.add(msg['environment_id']) - elif msg_ype == MessageType.MISC_INFO: + elif msg_type == MessageType.MISC_INFO: # no filtering, just insert each message misc_info_insert_messages.append(msg) elif msg_type == MessageType.INPUT_FILE: From 19f77477eeeafd204b7e86b07e5fc09aae9088ff Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 13:37:44 -0600 Subject: [PATCH 40/59] updates to include misc info table --- docs/userguide/monitoring.rst | 35 +++++++++++++++++++ parsl/dataflow/dflow.py | 26 ++++++++++++++ parsl/monitoring/db_manager.py | 7 ++-- parsl/monitoring/visualization/models.py | 8 +++++ .../visualization/templates/workflow.html | 20 ++++++++++- parsl/monitoring/visualization/views.py | 10 ++++-- 6 files changed, 99 insertions(+), 7 deletions(-) diff --git a/docs/userguide/monitoring.rst b/docs/userguide/monitoring.rst index e3f992bf0f..c5cec837e1 100644 --- a/docs/userguide/monitoring.rst +++ b/docs/userguide/monitoring.rst @@ -65,6 +65,41 @@ The monitoring system can also be used to track file provenance. File provenance The purpose of the file provenance tracking is to provide a mechanism where the user can see exactly how a file was created and used in a workflow. This can be useful for debugging, understanding the workflow, for ensuring that the workflow is reproducible, and reviewing past work. The file provenance information is stored in the monitoring database and can be accessed using the ``parsl-visualize`` tool. To enable file provenance tracking, set the ``capture_file_provenance`` flag to ``True`` in the `parsl.monitoring.MonitoringHub` configuration. +This functionality also enables you to log informational messages from you scripts, to capture anything not automatically gathered. The main change to your code to use this functionality is to assign the return value of the ``parsl.load`` to a variable. Then use the ``log_info`` function to log the messages in the database. Note that this feature is only available in the main script, not inside apps, unless you pass the variable (``my_cfg`` in the example below), as an argument to the app. The following example shows how to use this feature. + +.. code-block:: python + + import parsl + from parsl.monitoring.monitoring import MonitoringHub + from parsl.config import Config + from parsl.executors import HighThroughputExecutor + from parsl.addresses import address_by_hostname + + import logging + + config = Config( + executors=[ + HighThroughputExecutor( + label="local_htex", + cores_per_worker=1, + max_workers_per_node=4, + address=address_by_hostname(), + ) + ], + monitoring=MonitoringHub( + hub_address=address_by_hostname(), + hub_port=55055, + monitoring_debug=False, + resource_monitoring_interval=10, + ), + strategy='none' + ) + + my_cfg = parsl.load(config) + + my_cfg.log_info("This is an informational message") + + Visualization ------------- diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 6efab18d28..72cc6f6507 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -374,6 +374,32 @@ def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: env_log_info['worker_init'] = getattr(provider, 'worker_init', None) return env_log_info + def log_info(self, msg: str) -> None: + """Log an info message to the monitoring db.""" + if self.monitoring: + if self.monitoring.capture_file_provenance: + misc_msg = self._create_misc_log_info(msg) + if misc_msg is None: + logger.info("Could not turn message into a str, so not sending message to monitoring db") + self.monitoring.send((MessageType.MISC_INFO, misc_msg)) + else: + logger.info("File provenance is not enabled, so not sending message to monitoring db") + else: + logger.info("Monitoring is not enabled, so not sending message to monitoring db") + + def _create_misc_log_info(self, msg: Any) -> Union[None, Dict[str, Any]]: + """ + Create the dictionary that will be included in the monitoring db + """ + try: + misc_log_info = {'run_id': self.run_id, + 'timestamp': datetime.datetime.now(), + 'info': str(msg) + } + return misc_log_info + except Exception: + return None + def _count_deps(self, depends: Sequence[Future]) -> int: """Count the number of unresolved futures in the list depends. """ diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index e06cf30789..1cc7ccb6aa 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -298,12 +298,10 @@ class OutputFiles(Base): class MiscInfo(Base): __tablename__ = MISC_INFO run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, nullable=True) - try_id = Column('try_id', Integer, nullable=False) timestamp = Column('timestamp', DateTime, nullable=False) info = Column('info', Text, nullable=False) __table_args__ = ( - PrimaryKeyConstraint('run_id', 'task_id', 'try_id', 'timestamp'),) + PrimaryKeyConstraint('run_id', 'timestamp'),) class Resource(Base): __tablename__ = RESOURCE @@ -758,7 +756,8 @@ def _dispatch_to_internal(self, x: Tuple) -> None: assert isinstance(x, tuple) assert len(x) == 2, "expected message tuple to have exactly two elements" - if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE, MessageType.OUTPUT_FILE, MessageType.ENVIRONMENT_INFO]: + if x[0] in [MessageType.WORKFLOW_INFO, MessageType.TASK_INFO, MessageType.FILE_INFO, MessageType.INPUT_FILE, + MessageType.OUTPUT_FILE, MessageType.ENVIRONMENT_INFO, MessageType.MISC_INFO]: self.pending_priority_queue.put(cast(Any, x)) elif x[0] == MessageType.RESOURCE_INFO: body = x[1] diff --git a/parsl/monitoring/visualization/models.py b/parsl/monitoring/visualization/models.py index 758f43053c..5aa24931f0 100644 --- a/parsl/monitoring/visualization/models.py +++ b/parsl/monitoring/visualization/models.py @@ -116,6 +116,14 @@ class OutputFiles(db.Model): __table_args__ = (db.PrimaryKeyConstraint('file_id'),) +class MiscInfo(db.Model): + __tablename__ = 'misc_info' + run_id = db.Column('run_id', db.Text, nullable=False) + timestamp = db.Column('timestamp', db.DateTime, nullable=False) + info = db.Column('info', db.Text, nullable=False) + __table_args__ = (db.PrimaryKeyConstraint('run_id', 'timestamp'),) + + class Resource(db.Model): __tablename__ = RESOURCE task_id = db.Column('task_id', db.Integer, db.ForeignKey( diff --git a/parsl/monitoring/visualization/templates/workflow.html b/parsl/monitoring/visualization/templates/workflow.html index 5bd35195f7..65e6309bfc 100644 --- a/parsl/monitoring/visualization/templates/workflow.html +++ b/parsl/monitoring/visualization/templates/workflow.html @@ -44,7 +44,25 @@

    App Summary
    - +{% if have_misc %} +
    Misc Info
    + + + + + + + + + {% for m_info in misc_info %} + + + + + {% endfor %} + +
    DateInfo
    {{ m_info['timestamp'] | timeformat }}{{ m_info['info'] }}
    +{% endif %}     View workflow DAG -- colored by apps
    View workflow DAG -- colored by task states
    View workflow resource usage diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index bf218ab100..7aaa3bf7d3 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -12,7 +12,8 @@ Files, InputFiles, OutputFiles, - Environment + Environment, + MiscInfo, ) from parsl.monitoring.visualization.plots.default.task_plots import ( time_series_memory_per_task_plot, @@ -152,12 +153,17 @@ def workflow(workflow_id): have_files = True else: have_files = False + misc_info = MiscInfo.query.filter_by(run_id=workflow_id).order_by(MiscInfo.timestamp.asc()).all() + if misc_info: + have_misc = True + else: + have_misc = False return render_template('workflow.html', workflow_details=workflow_details, task_summary=task_summary, task_gantt=task_gantt_plot(df_task, df_status, time_completed=workflow_details.time_completed), task_per_app=task_per_app_plot(df_task_tries, df_status, time_completed=workflow_details.time_completed), - have_files=have_files) + have_files=have_files, misc_info=misc_info, have_misc=have_misc) @app.route('/workflow//environment/') From 27f6391eefd22580a091c1cd9cede5aa0b17f3d8 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 15:50:23 -0600 Subject: [PATCH 41/59] updated docs --- docs/userguide/monitoring.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/userguide/monitoring.rst b/docs/userguide/monitoring.rst index c5cec837e1..44064e6882 100644 --- a/docs/userguide/monitoring.rst +++ b/docs/userguide/monitoring.rst @@ -99,6 +99,7 @@ This functionality also enables you to log informational messages from you scrip my_cfg.log_info("This is an informational message") +Known limitations: The file provenance feature will capture the creation of files and the use of files in an app, but currently does not capture the modification of files it already knows about. Visualization ------------- From 97ade3057c38b543da7f2e3ba8d3b101d6da80e4 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 15:50:37 -0600 Subject: [PATCH 42/59] fixed bug for remote files --- parsl/app/futures.py | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index 3bb53c172b..b637b5daff 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -39,12 +39,15 @@ def parent_callback(self, parent_fu): self.set_exception(e) else: self.set_result(self.file_obj) - if not self.file_obj.timestamp: - self.file_obj.timestamp = datetime.fromtimestamp(stat(self.file_obj.filepath).st_ctime, tz=timezone.utc) - if not self.file_obj.size: - self.file_obj.size = stat(self.file_obj.filepath).st_size - if not self.file_obj.md5sum: - self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() + if self.file_obj.scheme == 'file' and os.path.isfile(self.file_obj.filepath): + if not self.file_obj.timestamp: + self.file_obj.timestamp = datetime.fromtimestamp(stat(self.file_obj.filepath).st_ctime, tz=timezone.utc) + if not self.file_obj.size: + self.file_obj.size = stat(self.file_obj.filepath).st_size + if not self.file_obj.md5sum: + self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() + else: + self.file_obj.timestamp = datetime.now(tz=timezone.utc) if self.data_flow_kernel: self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) From 33be080abcc673c9624b52999a6f7a36d2f48bde Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 15:50:49 -0600 Subject: [PATCH 43/59] test for provenance framework --- .../test_monitoring/test_file_provenance.py | 126 ++++++++++++++++++ 1 file changed, 126 insertions(+) create mode 100644 parsl/tests/test_monitoring/test_file_provenance.py diff --git a/parsl/tests/test_monitoring/test_file_provenance.py b/parsl/tests/test_monitoring/test_file_provenance.py new file mode 100644 index 0000000000..d9045753d2 --- /dev/null +++ b/parsl/tests/test_monitoring/test_file_provenance.py @@ -0,0 +1,126 @@ +import pytest +import os +import shutil +import time + +import parsl +from parsl.config import Config +from parsl.executors import HighThroughputExecutor +from parsl.monitoring import MonitoringHub +from parsl.providers import LocalProvider +from parsl.data_provider.files import File + + +@parsl.bash_app +def initialize(outputs=[]): + import time + time.sleep(1) + return f"echo 'Initialized' > {outputs[0]}" + + +@parsl.python_app +def split_data(inputs=None, outputs=None): + with open(inputs[0], 'r') as fh: + data = fh.read() + for i, op in enumerate(outputs): + with open(op, 'w') as ofh: + ofh.write(f"{i + 1}\n") + ofh.write(data) + + +@parsl.python_app +def process(inputs=None, outputs=None): + with open(inputs[0], 'r') as fh: + data = fh.read() + with open(outputs[0], 'w') as ofh: + ofh.write(f"{data} processed") + + +@parsl.python_app +def combine(inputs=None, outputs=None): + with open(outputs[0], 'w') as ofh: + for fl in inputs: + with open(fl, 'r') as fh: + ofh.write(fh.read()) + ofh.write("\n") + + +def fresh_config(run_dir): + return Config( + run_dir=str(run_dir), + executors=[ + HighThroughputExecutor( + address="127.0.0.1", + label="htex_local", + provider=LocalProvider( + init_blocks=1, + min_blocks=1, + max_blocks=1, + ) + ) + ], + strategy='simple', + strategy_period=0.1, + monitoring=MonitoringHub( + hub_address="localhost", + hub_port=55055, + logging_endpoint=f"sqlite:///{run_dir}/monitoring.db", + capture_file_provenance=True, + ) + ) + + +@pytest.mark.local +def test_provenance(tmpd_cwd): + # this is imported here rather than at module level because + # it isn't available in a plain parsl install, so this module + # would otherwise fail to import and break even a basic test + # run. + import sqlalchemy + + cfg = fresh_config(tmpd_cwd) + my_dfk = parsl.load(cfg) + + cwd = os.getcwd() + if os.path.exists(os.path.join(cwd, 'provenance')): + shutil.rmtree(os.path.join(cwd, 'provenance')) + os.mkdir(os.path.join(cwd, 'provenance')) + os.chdir(os.path.join(cwd, 'provenance')) + + my_dfk.log_info("Starting Run") + + init = initialize(outputs=[File(os.path.join(os.getcwd(), 'initialize.txt'))]) + + sd = split_data(inputs=[init.outputs[0]], + outputs=[File(os.path.join(os.getcwd(), f'split_data_{i}.txt')) for i in range(4)]) + + p = [process(inputs=[sdo], outputs=[File(os.path.join(os.getcwd(), f'processed_data_{i}.txt'))]) for i, sdo in + enumerate(sd.outputs)] + + c = combine(inputs=[pp.outputs[0] for pp in p], outputs=[File(os.path.join(os.getcwd(), 'combined_data.txt'))]) + + c.result() + os.chdir(cwd) + my_dfk.log_info("Ending run") + time.sleep(2) + + engine = sqlalchemy.create_engine(cfg.monitoring.logging_endpoint) + with engine.begin() as connection: + def count_rows(table: str): + result = connection.execute(f"SELECT COUNT(*) FROM {table}") + (c,) = result.first() + return c + + assert count_rows("workflow") == 1 + + assert count_rows("task") == 7 + + assert count_rows("files") == 10 + + assert count_rows("input_files") == 9 + + assert count_rows("output_files") == 10 + + assert count_rows("misc_info") == 2 + + parsl.clear() \ No newline at end of file From 07c2e45b02d5ab781490830907062ea1b85a74d5 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 16:04:36 -0600 Subject: [PATCH 44/59] flake8 fixes --- parsl/data_provider/files.py | 2 +- parsl/dataflow/dflow.py | 4 +- parsl/monitoring/db_manager.py | 38 +++++++------------ parsl/monitoring/visualization/views.py | 8 ++-- .../test_monitoring/test_file_provenance.py | 8 ++-- 5 files changed, 25 insertions(+), 35 deletions(-) diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 333a652340..0a296cd606 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -84,7 +84,7 @@ def __repr__(self) -> str: f"path={self.path}", f"filename={self.filename}", f"uuid={self.uuid}", - ] + ] if self.local_path is not None: content.append(f"local_path={self.local_path}") diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 72cc6f6507..868aaefe12 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -298,7 +298,7 @@ def std_spec_to_name(name, spec): return task_log_info def _send_file_log_info(self, file: Union[File, DataFuture], - task_record: TaskRecord, is_output:bool) -> None: + task_record: TaskRecord, is_output: bool) -> None: """ Generate a message for the monitoring db about a file. """ if self.monitoring and self.monitoring.capture_file_provenance: file_log_info = self._create_file_log_info(file, task_record) @@ -367,7 +367,7 @@ def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: } env_log_info['address'] = getattr(environ, 'address', None) - provider= getattr(environ, 'provider', None) + provider = getattr(environ, 'provider', None) if provider is not None: env_log_info['provider'] = provider.label env_log_info['launcher'] = type(getattr(provider, 'launcher', None)) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 1cc7ccb6aa..aed18d1dd8 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -54,6 +54,7 @@ ENVIRONMENT = 'environment' # Executor table include executor info MISC_INFO = 'misc_info' # Misc info table include misc info + class Database: if not _sqlalchemy_enabled: @@ -248,12 +249,9 @@ class Files(Base): file_name = Column('file_name', Text, index=True, nullable=False) file_path = Column('file_path', Text, nullable=True) file_id = Column('file_id', Text, index=True, nullable=False) - run_id = Column('run_id', Text, - nullable=False) - task_id = Column('task_id', Integer, - nullable=True) - try_id = Column('try_id', Integer, - nullable=True) + run_id = Column('run_id', Text, nullable=False) + task_id = Column('task_id', Integer, nullable=True) + try_id = Column('try_id', Integer, nullable=True) timestamp = Column('timestamp', DateTime, nullable=True) size = Column('size', BigInteger, nullable=True) md5sum = Column('md5sum', Text, nullable=True) @@ -273,26 +271,18 @@ class Environment(Base): class InputFiles(Base): __tablename__ = INPUT_FILES - file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), - nullable=False) - run_id = Column('run_id', Text, - nullable=False) - task_id = Column('task_id', Integer, - nullable=False) - try_id = Column('try_id', Integer, - nullable=False) + file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), nullable=False) + run_id = Column('run_id', Text, nullable=False) + task_id = Column('task_id', Integer, nullable=False) + try_id = Column('try_id', Integer, nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) class OutputFiles(Base): __tablename__ = OUTPUT_FILES - file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), - nullable=False) - run_id = Column('run_id', Text, - nullable=False) - task_id = Column('task_id', Integer, - nullable=False) - try_id = Column('try_id', Integer, - nullable=False) + file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), nullable=False) + run_id = Column('run_id', Text, nullable=False) + task_id = Column('task_id', Integer, nullable=False) + try_id = Column('try_id', Integer, nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) class MiscInfo(Base): @@ -454,8 +444,8 @@ def start(self, task_info_update_messages, task_info_insert_messages, task_info_all_messages = [], [], [] try_update_messages, try_insert_messages, try_all_messages = [], [], [] file_update_messages, file_insert_messages, file_all_messages = [], [], [] - input_file_update_messages, input_file_insert_messages, input_file_all_messages = [], [], [] - output_file_update_messages, output_file_insert_messages, output_file_all_messages = [], [], [] + input_file_insert_messages, input_file_all_messages = [], [] + output_file_insert_messages, output_file_all_messages = [], [] environment_insert_messages = [] misc_info_insert_messages = [] for msg_type, msg in priority_messages: diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 7aaa3bf7d3..e6829668fb 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -14,20 +14,20 @@ OutputFiles, Environment, MiscInfo, - ) +) from parsl.monitoring.visualization.plots.default.task_plots import ( time_series_memory_per_task_plot, - ) +) from parsl.monitoring.visualization.plots.default.workflow_plots import ( task_gantt_plot, task_per_app_plot, workflow_dag_plot, - ) +) from parsl.monitoring.visualization.plots.default.workflow_resource_plots import ( resource_distribution_plot, resource_efficiency, worker_efficiency, - ) +) from parsl.monitoring.visualization.form_fields import FileForm diff --git a/parsl/tests/test_monitoring/test_file_provenance.py b/parsl/tests/test_monitoring/test_file_provenance.py index d9045753d2..6b0594ede2 100644 --- a/parsl/tests/test_monitoring/test_file_provenance.py +++ b/parsl/tests/test_monitoring/test_file_provenance.py @@ -56,9 +56,9 @@ def fresh_config(run_dir): init_blocks=1, min_blocks=1, max_blocks=1, - ) ) - ], + ) + ], strategy='simple', strategy_period=0.1, monitoring=MonitoringHub( @@ -66,8 +66,8 @@ def fresh_config(run_dir): hub_port=55055, logging_endpoint=f"sqlite:///{run_dir}/monitoring.db", capture_file_provenance=True, - ) ) + ) @pytest.mark.local @@ -123,4 +123,4 @@ def count_rows(table: str): assert count_rows("misc_info") == 2 - parsl.clear() \ No newline at end of file + parsl.clear() From 97108e1d56e00e14ccf42c9133443d0ab2dc9d6f Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Wed, 27 Nov 2024 16:23:05 -0600 Subject: [PATCH 45/59] fixed missing line in docs --- docs/userguide/monitoring.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/docs/userguide/monitoring.rst b/docs/userguide/monitoring.rst index 44064e6882..74b2a98dea 100644 --- a/docs/userguide/monitoring.rst +++ b/docs/userguide/monitoring.rst @@ -91,6 +91,7 @@ This functionality also enables you to log informational messages from you scrip hub_port=55055, monitoring_debug=False, resource_monitoring_interval=10, + capture_file_provenance=True, ), strategy='none' ) From a837f08a83088661a6fcd225eb37e18ff8bd591b Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 09:05:12 -0600 Subject: [PATCH 46/59] removed extraneous ignores --- .gitignore | 12 +----------- 1 file changed, 1 insertion(+), 11 deletions(-) diff --git a/.gitignore b/.gitignore index e01da5d274..eb583cae84 100644 --- a/.gitignore +++ b/.gitignore @@ -120,14 +120,4 @@ ENV/ .mypy_cache/ # emacs buffers -\#* - -runinfo* -parsl/tests/.pytest* - -# documentation generation -docs/stubs/* -docs/1-parsl-introduction.ipynb - -/tmp -parsl/data_provider/dyn.new.py +\#* \ No newline at end of file From 6bef04ffc560d3caf9d6ac333a22d1b5197c7c02 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 09:23:19 -0600 Subject: [PATCH 47/59] reverted removal of trailing white spaces --- docs/userguide/data.rst | 95 +++++++++++++++++------------------ docs/userguide/monitoring.rst | 8 +-- 2 files changed, 51 insertions(+), 52 deletions(-) diff --git a/docs/userguide/data.rst b/docs/userguide/data.rst index 21f3462949..9350a6d96f 100644 --- a/docs/userguide/data.rst +++ b/docs/userguide/data.rst @@ -3,7 +3,7 @@ Passing Python objects ====================== -Parsl apps can communicate via standard Python function parameter passing +Parsl apps can communicate via standard Python function parameter passing and return statements. The following example shows how a Python string can be passed to, and returned from, a Parsl app. @@ -12,21 +12,21 @@ can be passed to, and returned from, a Parsl app. @python_app def example(name): return 'hello {0}'.format(name) - + r = example('bob') print(r.result()) -Parsl uses the dill and pickle libraries to serialize Python objects +Parsl uses the dill and pickle libraries to serialize Python objects into a sequence of bytes that can be passed over a network from the submitting machine to executing workers. -Thus, Parsl apps can receive and return standard Python data types +Thus, Parsl apps can receive and return standard Python data types such as booleans, integers, tuples, lists, and dictionaries. However, not -all objects can be serialized with these methods (e.g., closures, generators, +all objects can be serialized with these methods (e.g., closures, generators, and system objects), and so those objects cannot be used with all executors. -Parsl will raise a `SerializationError` if it encounters an object that it cannot -serialize. This applies to objects passed as arguments to an app, as well as objects +Parsl will raise a `SerializationError` if it encounters an object that it cannot +serialize. This applies to objects passed as arguments to an app, as well as objects returned from an app. See :ref:`label_serialization_error`. @@ -34,9 +34,9 @@ Staging data files ================== Parsl apps can take and return data files. A file may be passed as an input -argument to an app, or returned from an app after execution. Parsl -provides support to automatically transfer (stage) files between -the main Parsl program, worker nodes, and external data storage systems. +argument to an app, or returned from an app after execution. Parsl +provides support to automatically transfer (stage) files between +the main Parsl program, worker nodes, and external data storage systems. Input files can be passed as regular arguments, or a list of them may be specified in the special ``inputs`` keyword argument to an app invocation. @@ -69,13 +69,13 @@ interface. Parsl files ----------- -Parsl uses a custom :py:class:`~parsl.data_provider.files.File` to provide a -location-independent way of referencing and accessing files. -Parsl files are defined by specifying the URL *scheme* and a path to the file. +Parsl uses a custom :py:class:`~parsl.data_provider.files.File` to provide a +location-independent way of referencing and accessing files. +Parsl files are defined by specifying the URL *scheme* and a path to the file. Thus a file may represent an absolute path on the submit-side file system or a URL to an external file. -The scheme defines the protocol via which the file may be accessed. +The scheme defines the protocol via which the file may be accessed. Parsl supports the following schemes: file, ftp, http, https, and globus. If no scheme is specified Parsl will default to the file scheme. @@ -89,8 +89,8 @@ README file. File('https://github.com/Parsl/parsl/blob/master/README.rst') -Parsl automatically translates the file's location relative to the -environment in which it is accessed (e.g., the Parsl program or an app). +Parsl automatically translates the file's location relative to the +environment in which it is accessed (e.g., the Parsl program or an app). The following example shows how a file can be accessed in the app irrespective of where that app executes. @@ -113,23 +113,22 @@ As described below, the method by which this files are transferred depends on the scheme and the staging providers specified in the Parsl configuration. - Staging providers ----------------- -Parsl is able to transparently stage files between at-rest locations and +Parsl is able to transparently stage files between at-rest locations and execution locations by specifying a list of -:py:class:`~parsl.data_provider.staging.Staging` instances for an executor. +:py:class:`~parsl.data_provider.staging.Staging` instances for an executor. These staging instances define how to transfer files in and out of an execution location. This list should be supplied as the ``storage_access`` -parameter to an executor when it is constructed. +parameter to an executor when it is constructed. -Parsl includes several staging providers for moving files using the +Parsl includes several staging providers for moving files using the schemes defined above. By default, Parsl executors are created with -three common staging providers: +three common staging providers: the NoOpFileStaging provider for local and shared file systems and the HTTP(S) and FTP staging providers for transferring -files to and from remote storage locations. The following +files to and from remote storage locations. The following example shows how to explicitly set the default staging providers. .. code-block:: python @@ -147,12 +146,12 @@ example shows how to explicitly set the default staging providers. ) ] ) - - -Parsl further differentiates when staging occurs relative to -the app invocation that requires or produces files. + + +Parsl further differentiates when staging occurs relative to +the app invocation that requires or produces files. Staging either occurs with the executing task (*in-task staging*) -or as a separate task (*separate task staging*) before app execution. +or as a separate task (*separate task staging*) before app execution. In-task staging uses a wrapper that is executed around the Parsl task and thus occurs on the resource on which the task is executed. Separate @@ -168,9 +167,9 @@ NoOpFileStaging for Local/Shared File Systems The NoOpFileStaging provider assumes that files specified either with a path or with the ``file`` URL scheme are available both on the submit and execution side. This occurs, for example, when there is a -shared file system. In this case, files will not moved, and the +shared file system. In this case, files will not moved, and the File object simply presents the same file path to the Parsl program -and any executing tasks. +and any executing tasks. Files defined as follows will be handled by the NoOpFileStaging provider. @@ -208,14 +207,14 @@ will be executed as a separate Parsl task that will complete before the corresponding app executes. These providers cannot be used to stage out output files. -The following example defines a file accessible on a remote FTP server. +The following example defines a file accessible on a remote FTP server. .. code-block:: python File('ftp://www.iana.org/pub/mirror/rirstats/arin/ARIN-STATS-FORMAT-CHANGE.txt') When such a file object is passed as an input to an app, Parsl will download the file to whatever location is selected for the app to execute. -The following example illustrates how the remote file is implicitly downloaded from an FTP server and then converted. Note that the app does not need to know the location of the downloaded file on the remote computer, as Parsl abstracts this translation. +The following example illustrates how the remote file is implicitly downloaded from an FTP server and then converted. Note that the app does not need to know the location of the downloaded file on the remote computer, as Parsl abstracts this translation. .. code-block:: python @@ -235,8 +234,8 @@ The following example illustrates how the remote file is implicitly downloaded f # call the convert app with the Parsl file f = convert(inputs=[inp], outputs=[out]) f.result() - -HTTP and FTP separate task staging providers can be configured as follows. + +HTTP and FTP separate task staging providers can be configured as follows. .. code-block:: python @@ -244,8 +243,8 @@ HTTP and FTP separate task staging providers can be configured as follows. from parsl.executors import HighThroughputExecutor from parsl.data_provider.http import HTTPSeparateTaskStaging from parsl.data_provider.ftp import FTPSeparateTaskStaging - - config = Config( + + config = Config( executors=[ HighThroughputExecutor( storage_access=[HTTPSeparateTaskStaging(), FTPSeparateTaskStaging()] @@ -264,10 +263,10 @@ task staging providers described above, but will do so in a wrapper around individual app invocations, which guarantees that they will stage files to a file system visible to the app. -A downside of this staging approach is that the staging tasks are less visible +A downside of this staging approach is that the staging tasks are less visible to Parsl, as they are not performed as separate Parsl tasks. -In-task staging providers can be configured as follows. +In-task staging providers can be configured as follows. .. code-block:: python @@ -346,16 +345,16 @@ In some cases, for example when using a Globus `shared endpoint Date: Tue, 3 Dec 2024 09:40:56 -0600 Subject: [PATCH 48/59] fixes per review comments --- docs/userguide/monitoring.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/userguide/monitoring.rst b/docs/userguide/monitoring.rst index 4c4fff0d2f..caf63a44ce 100644 --- a/docs/userguide/monitoring.rst +++ b/docs/userguide/monitoring.rst @@ -65,7 +65,7 @@ The monitoring system can also be used to track file provenance. File provenance The purpose of the file provenance tracking is to provide a mechanism where the user can see exactly how a file was created and used in a workflow. This can be useful for debugging, understanding the workflow, for ensuring that the workflow is reproducible, and reviewing past work. The file provenance information is stored in the monitoring database and can be accessed using the ``parsl-visualize`` tool. To enable file provenance tracking, set the ``capture_file_provenance`` flag to ``True`` in the `parsl.monitoring.MonitoringHub` configuration. -This functionality also enables you to log informational messages from you scripts, to capture anything not automatically gathered. The main change to your code to use this functionality is to assign the return value of the ``parsl.load`` to a variable. Then use the ``log_info`` function to log the messages in the database. Note that this feature is only available in the main script, not inside apps, unless you pass the variable (``my_cfg`` in the example below), as an argument to the app. The following example shows how to use this feature. +This functionality also enables you to log informational messages from you scripts, to capture anything not automatically gathered. The main change to your code to use this functionality is to assign the return value of the ``parsl.load`` to a variable. Then use the ``log_info`` function to log the messages in the database. Note that this feature is only available in the main script, not inside Apps. Passing this vaiable, ``my_cfg`` in the example below to an App will have undefined behavior. The following example shows how to use this feature. .. code-block:: python @@ -100,7 +100,7 @@ This functionality also enables you to log informational messages from you scrip my_cfg.log_info("This is an informational message") -Known limitations: The file provenance feature will capture the creation of files and the use of files in an app, but currently does not capture the modification of files it already knows about. +Known limitations: The file provenance feature will capture the creation of files and the use of files in an app, but does not capture the modification of files it already knows about. Visualization ------------- @@ -156,7 +156,7 @@ the various apps and invocation count for each. .. image:: ../images/mon_workflow_summary.png -The workflow summary also presents three different views of the workflow: +The workflow summary also presents several different views of the workflow: * Workflow DAG - with apps differentiated by colors: This visualization is useful to visually inspect the dependency structure of the workflow. Hovering over the nodes in the DAG shows a tooltip for the app represented by the node and it's task ID. From 89d5e0a47d43531d93b7b911bd33da3ee73e0d81 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 10:03:56 -0600 Subject: [PATCH 49/59] ensure that md5sum is only calculated when file provenance tracking is on. --- parsl/app/futures.py | 8 +++----- parsl/data_provider/files.py | 13 +++++-------- parsl/dataflow/dflow.py | 23 ++++++++++++++++++----- 3 files changed, 26 insertions(+), 18 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index b637b5daff..e959da68be 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -39,17 +39,15 @@ def parent_callback(self, parent_fu): self.set_exception(e) else: self.set_result(self.file_obj) - if self.file_obj.scheme == 'file' and os.path.isfile(self.file_obj.filepath): + # only update the file object if it is a file + if self.data_flow_kernel.capture_file_provenance and self.file_obj.scheme == 'file' and os.path.isfile(self.file_obj.filepath): if not self.file_obj.timestamp: self.file_obj.timestamp = datetime.fromtimestamp(stat(self.file_obj.filepath).st_ctime, tz=timezone.utc) if not self.file_obj.size: self.file_obj.size = stat(self.file_obj.filepath).st_size if not self.file_obj.md5sum: self.file_obj.md5sum = md5(open(self.file_obj, 'rb').read()).hexdigest() - else: - self.file_obj.timestamp = datetime.now(tz=timezone.utc) - if self.data_flow_kernel: - self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) + self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) @typeguard.typechecked def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None, app_fut: Optional[Future] = None, diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 0a296cd606..24a33267e4 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -49,14 +49,11 @@ def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = self.netloc = parsed_url.netloc self.path = parsed_url.path self.filename = os.path.basename(self.path) - if self.scheme == 'file' and os.path.isfile(self.path): - self.size = os.stat(self.path).st_size - self.md5sum = md5(open(self.path, 'rb').read()).hexdigest() - self.timestamp = datetime.datetime.fromtimestamp(os.path.getmtime(self.path), tz=datetime.timezone.utc) - else: - self.size = None - self.md5sum = None - self.timestamp = timestamp + # let the DFK set these values, if needed + self.size = None + self.md5sum = None + self.timestamp = timestamp + self.local_path: Optional[str] = None if uu_id is not None: self.uuid = uu_id diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 868aaefe12..641b7000a4 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -3,6 +3,7 @@ import atexit import concurrent.futures as cf import datetime +from hashlib import md5 import inspect import logging import os @@ -111,6 +112,9 @@ def __init__(self, config: Config) -> None: if self.monitoring: self.monitoring.start(self.run_dir, self.config.run_dir) + self.capture_file_provenance = self.monitoring.capture_file_provenance + else: + self.capture_file_provenance = False self.time_began = datetime.datetime.now() self.time_completed: Optional[datetime.datetime] = None @@ -300,7 +304,7 @@ def std_spec_to_name(name, spec): def _send_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord, is_output: bool) -> None: """ Generate a message for the monitoring db about a file. """ - if self.monitoring and self.monitoring.capture_file_provenance: + if self.capture_file_provenance: file_log_info = self._create_file_log_info(file, task_record) # make sure the task_id is None for inputs if not is_output: @@ -310,8 +314,17 @@ def _send_file_log_info(self, file: Union[File, DataFuture], def _create_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord) -> Dict[str, Any]: """ - Create the dictionary that will be included in the ,omitoring db. + Create the dictionary that will be included in the monitoring db. """ + # set file info if needed + if file.file_obj.scheme == 'file' and os.path.isfile(file.file_obj.filepath): + if not file.file_obj.timestamp: + file.file_obj.timestamp = datetime.datetime.fromtimestamp(os.stat(file.file_obj.filepath).st_ctime, tz=datetime.timezone.utc) + if not file.file_obj.size: + file.file_obj.size = os.stat(file.file_obj.filepath).st_size + if not file.file_obj.md5sum: + file.file_obj.md5sum = md5(open(file.file_obj, 'rb').read()).hexdigest() + file_log_info = {'file_name': file.filename, 'file_id': str(file.uuid), 'run_id': self.run_id, @@ -326,7 +339,7 @@ def _create_file_log_info(self, file: Union[File, DataFuture], def register_as_input(self, f: Union[File, DataFuture], task_record: TaskRecord): """ Register a file as an input to a task. """ - if self.monitoring and self.monitoring.capture_file_provenance: + if self.capture_file_provenance: self._send_file_log_info(f, task_record, False) file_input_info = self._create_file_io_info(f, task_record) self.monitoring.send((MessageType.INPUT_FILE, file_input_info)) @@ -334,7 +347,7 @@ def register_as_input(self, f: Union[File, DataFuture], def register_as_output(self, f: Union[File, DataFuture], task_record: TaskRecord): """ Register a file as an output of a task. """ - if self.monitoring and self.monitoring.capture_file_provenance: + if self.capture_file_provenance: self._send_file_log_info(f, task_record, True) file_output_info = self._create_file_io_info(f, task_record) self.monitoring.send((MessageType.OUTPUT_FILE, file_output_info)) @@ -353,7 +366,7 @@ def _create_file_io_info(self, file: Union[File, DataFuture], def _register_env(self, environ: ParslExecutor) -> None: """ Capture the environment information for the monitoring db. """ - if self.monitoring and self.monitoring.capture_file_provenance: + if self.capture_file_provenance: environ_info = self._create_env_log_info(environ) self.monitoring.send((MessageType.ENVIRONMENT_INFO, environ_info)) From c653cbc188dd98ef1312d943221cfdfc37fd45c3 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 11:03:06 -0600 Subject: [PATCH 50/59] fixes based on review comments --- parsl/app/futures.py | 4 +- parsl/data_provider/files.py | 4 +- parsl/dataflow/dflow.py | 31 ++++--- parsl/executors/base.py | 2 +- parsl/monitoring/db_manager.py | 83 +++++++++---------- parsl/monitoring/monitoring.py | 6 +- parsl/monitoring/visualization/app.py | 1 - parsl/monitoring/visualization/models.py | 21 +++-- .../templates/{files.html => file.html} | 6 +- .../visualization/templates/file_detail.html | 4 +- ...files_workflow.html => file_workflow.html} | 4 +- .../visualization/templates/layout.html | 2 +- .../visualization/templates/task.html | 4 +- .../visualization/templates/workflow.html | 2 +- parsl/monitoring/visualization/views.py | 54 ++++++------ .../test_monitoring/test_file_provenance.py | 3 +- parsl/version.py | 2 +- test-requirements.txt | 1 - 18 files changed, 117 insertions(+), 117 deletions(-) rename parsl/monitoring/visualization/templates/{files.html => file.html} (84%) rename parsl/monitoring/visualization/templates/{files_workflow.html => file_workflow.html} (84%) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index e959da68be..a8a5ad1e9c 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -40,7 +40,7 @@ def parent_callback(self, parent_fu): else: self.set_result(self.file_obj) # only update the file object if it is a file - if self.data_flow_kernel.capture_file_provenance and self.file_obj.scheme == 'file' and os.path.isfile(self.file_obj.filepath): + if self.data_flow_kernel.file_provenance and self.file_obj.scheme == 'file' and os.path.isfile(self.file_obj.filepath): if not self.file_obj.timestamp: self.file_obj.timestamp = datetime.fromtimestamp(stat(self.file_obj.filepath).st_ctime, tz=timezone.utc) if not self.file_obj.size: @@ -76,7 +76,7 @@ def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None, app_f self.app_fut = fut self.data_flow_kernel = dfk self.parent.add_done_callback(self.parent_callback) - if os.path.exists(file_obj.path): + if self.file_obj.scheme == 'file' and os.path.exists(file_obj.path): file_stat = os.stat(file_obj.path) self.file_obj.timestamp = datetime.fromtimestamp(file_stat.st_ctime, tz=timezone.utc) self.file_obj.size = file_stat.st_size diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 24a33267e4..1dcdac4b68 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -31,7 +31,7 @@ class File: """ @typeguard.typechecked - def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = None, + def __init__(self, url: Union[os.PathLike, str], uu_id: Optional[uuid.UUID] = None, timestamp: Optional[datetime.datetime] = None): """Construct a File object from an url string. @@ -58,7 +58,7 @@ def __init__(self, url: Union[os.PathLike, str], uu_id: Union[uuid.UUID, None] = if uu_id is not None: self.uuid = uu_id else: - self.uuid = uuid.uuid1() + self.uuid = uuid.uuid4() def cleancopy(self) -> "File": """Returns a copy of the file containing only the global immutable state, diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 641b7000a4..1e5b78c9b5 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -112,9 +112,9 @@ def __init__(self, config: Config) -> None: if self.monitoring: self.monitoring.start(self.run_dir, self.config.run_dir) - self.capture_file_provenance = self.monitoring.capture_file_provenance + self.file_provenance = self.monitoring.file_provenance else: - self.capture_file_provenance = False + self.file_provenance = False self.time_began = datetime.datetime.now() self.time_completed: Optional[datetime.datetime] = None @@ -304,7 +304,7 @@ def std_spec_to_name(name, spec): def _send_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord, is_output: bool) -> None: """ Generate a message for the monitoring db about a file. """ - if self.capture_file_provenance: + if self.file_provenance: file_log_info = self._create_file_log_info(file, task_record) # make sure the task_id is None for inputs if not is_output: @@ -339,7 +339,7 @@ def _create_file_log_info(self, file: Union[File, DataFuture], def register_as_input(self, f: Union[File, DataFuture], task_record: TaskRecord): """ Register a file as an input to a task. """ - if self.capture_file_provenance: + if self.file_provenance: self._send_file_log_info(f, task_record, False) file_input_info = self._create_file_io_info(f, task_record) self.monitoring.send((MessageType.INPUT_FILE, file_input_info)) @@ -347,7 +347,7 @@ def register_as_input(self, f: Union[File, DataFuture], def register_as_output(self, f: Union[File, DataFuture], task_record: TaskRecord): """ Register a file as an output of a task. """ - if self.capture_file_provenance: + if self.file_provenance: self._send_file_log_info(f, task_record, True) file_output_info = self._create_file_io_info(f, task_record) self.monitoring.send((MessageType.OUTPUT_FILE, file_output_info)) @@ -366,7 +366,7 @@ def _create_file_io_info(self, file: Union[File, DataFuture], def _register_env(self, environ: ParslExecutor) -> None: """ Capture the environment information for the monitoring db. """ - if self.capture_file_provenance: + if self.file_provenance: environ_info = self._create_env_log_info(environ) self.monitoring.send((MessageType.ENVIRONMENT_INFO, environ_info)) @@ -390,11 +390,12 @@ def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: def log_info(self, msg: str) -> None: """Log an info message to the monitoring db.""" if self.monitoring: - if self.monitoring.capture_file_provenance: + if self.file_provenance: misc_msg = self._create_misc_log_info(msg) if misc_msg is None: logger.info("Could not turn message into a str, so not sending message to monitoring db") - self.monitoring.send((MessageType.MISC_INFO, misc_msg)) + else: + self.monitoring.send((MessageType.MISC_INFO, misc_msg)) else: logger.info("File provenance is not enabled, so not sending message to monitoring db") else: @@ -404,12 +405,11 @@ def _create_misc_log_info(self, msg: Any) -> Union[None, Dict[str, Any]]: """ Create the dictionary that will be included in the monitoring db """ - try: - misc_log_info = {'run_id': self.run_id, - 'timestamp': datetime.datetime.now(), - 'info': str(msg) - } - return misc_log_info + try: # exception should only be raised if msg cannot be cast to a str + return {'run_id': self.run_id, + 'timestamp': datetime.datetime.now(), + 'info': str(msg) + } except Exception: return None @@ -1014,8 +1014,7 @@ def check_dep(d: Any) -> None: check_dep(dep) # Check for futures in inputs=[...] - inp = kwargs.get('inputs', []) - for dep in inp: + for dep in kwargs.get('inputs', []): check_dep(dep) return depends diff --git a/parsl/executors/base.py b/parsl/executors/base.py index 383b047faf..c8caec6732 100644 --- a/parsl/executors/base.py +++ b/parsl/executors/base.py @@ -62,7 +62,7 @@ def __init__( self.submit_monitoring_radio = submit_monitoring_radio self.run_dir = os.path.abspath(run_dir) self.run_id = run_id - self.uu_id = uuid.uuid1() + self.uu_id = uuid.uuid4() def __enter__(self) -> Self: return self diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index aed18d1dd8..4b5bef8911 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -48,11 +48,11 @@ RESOURCE = 'resource' # Resource table includes task resource utilization NODE = 'node' # Node table include node info BLOCK = 'block' # Block table include the status for block polling -FILES = 'files' # Files table include file info -INPUT_FILES = 'input_files' # Input files table include input file info -OUTPUT_FILES = 'output_files' # Output files table include output file info -ENVIRONMENT = 'environment' # Executor table include executor info -MISC_INFO = 'misc_info' # Misc info table include misc info +FILE = 'file ' # Files table include file info +INPUT_FILE = 'input_file' # Input files table include input file info +OUTPUT_FILE = 'output_file' # Output files table include output file info +ENVIRONMENT = 'environment' # Executor table include executor info +MISC_INFO = 'misc_info' # Misc info table include misc info class Database: @@ -244,24 +244,23 @@ class Block(Base): PrimaryKeyConstraint('run_id', 'block_id', 'executor_label', 'timestamp'), ) - class Files(Base): - __tablename__ = FILES + class File(Base): + __tablename__ = FILE file_name = Column('file_name', Text, index=True, nullable=False) file_path = Column('file_path', Text, nullable=True) file_id = Column('file_id', Text, index=True, nullable=False) - run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, nullable=True) - try_id = Column('try_id', Integer, nullable=True) - timestamp = Column('timestamp', DateTime, nullable=True) + run_id = Column('run_id', Text, index=True, nullable=False) + task_id = Column('task_id', Integer, index=True, nullable=True) + try_id = Column('try_id', Integer, index=True, nullable=True) + timestamp = Column('timestamp', DateTime, index=True, nullable=True) size = Column('size', BigInteger, nullable=True) md5sum = Column('md5sum', Text, nullable=True) - sa.Index("files_task_run_id_idx", "task_run_id", "task_id", "try_id") __table_args__ = (PrimaryKeyConstraint('file_id'),) class Environment(Base): __tablename__ = ENVIRONMENT - environment_id = Column('environment_id', Text, nullable=False) - run_id = Column('run_id', Text, nullable=False) + environment_id = Column('environment_id', Text, index=True, nullable=False) + run_id = Column('run_id', Text, index=True, nullable=False) label = Column('label', Text, nullable=False) address = Column('address', Text, nullable=True) provider = Column('provider', Text, nullable=True) @@ -269,26 +268,26 @@ class Environment(Base): worker_init = Column('worker_init', Text, nullable=True) __table_args__ = (PrimaryKeyConstraint('environment_id'),) - class InputFiles(Base): - __tablename__ = INPUT_FILES - file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), nullable=False) - run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, nullable=False) - try_id = Column('try_id', Integer, nullable=False) + class InputFile(Base): + __tablename__ = INPUT_FILE + file_id = Column('file_id', Text, sa.ForeignKey(FILE + ".file_id"), nullable=False) + run_id = Column('run_id', Text, index=True, nullable=False) + task_id = Column('task_id', Integer, index=True, nullable=False) + try_id = Column('try_id', Integer, index=True, nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) - class OutputFiles(Base): - __tablename__ = OUTPUT_FILES - file_id = Column('file_id', Text, sa.ForeignKey(FILES + ".file_id"), nullable=False) - run_id = Column('run_id', Text, nullable=False) - task_id = Column('task_id', Integer, nullable=False) - try_id = Column('try_id', Integer, nullable=False) + class OutputFile(Base): + __tablename__ = OUTPUT_FILE + file_id = Column('file_id', Text, sa.ForeignKey(FILE + ".file_id"), nullable=False) + run_id = Column('run_id', Text, index=True, nullable=False) + task_id = Column('task_id', Integer, index=True, nullable=False) + try_id = Column('try_id', Integer, index=True, nullable=False) __table_args__ = (PrimaryKeyConstraint('file_id'),) class MiscInfo(Base): __tablename__ = MISC_INFO - run_id = Column('run_id', Text, nullable=False) - timestamp = Column('timestamp', DateTime, nullable=False) + run_id = Column('run_id', Text, index=True, nullable=False) + timestamp = Column('timestamp', DateTime, index=True, nullable=False) info = Column('info', Text, nullable=False) __table_args__ = ( PrimaryKeyConstraint('run_id', 'timestamp'),) @@ -488,43 +487,43 @@ def start(self, file_id = msg['file_id'] file_all_messages.append(msg) if file_id in inserted_files: - changed = False + new_item = False # once certain items are set, they should not be changed if inserted_files[file_id]['timestamp'] is None: if msg['timestamp'] is not None: inserted_files[file_id]['timestamp'] = msg['timestamp'] - changed = True + new_item = True else: msg['timestamp'] = inserted_files[file_id]['timestamp'] if inserted_files[file_id]['size'] is None: if msg['size'] is not None: inserted_files[file_id]['size'] = msg['size'] - changed = True + new_item = True else: msg['size'] = inserted_files[file_id]['size'] if inserted_files[file_id]['md5sum'] is None: if msg['md5sum'] is not None: inserted_files[file_id]['md5sum'] = msg['md5sum'] - changed = True + new_item = True else: msg['md5sum'] = inserted_files[file_id]['md5sum'] if inserted_files[file_id]['task_id'] is None: if msg['task_id'] is not None: inserted_files[file_id]['task_id'] = msg['task_id'] inserted_files[file_id]['try_id'] = msg['try_id'] - changed = True + new_item = True else: if msg['task_id'] == inserted_files[file_id]['task_id']: if inserted_files[file_id]['try_id'] is None: inserted_files[file_id]['try_id'] = msg['try_id'] - changed = True + new_item = True elif msg['try_id'] > inserted_files[file_id]['try_id']: inserted_files[file_id]['try_id'] = msg['try_id'] - changed = True + new_item = True else: msg['task_id'] = inserted_files[file_id]['task_id'] msg['try_id'] = inserted_files[file_id]['try_id'] - if changed: + if new_item: file_update_messages.append(msg) else: inserted_files[file_id] = {'size': msg['size'], @@ -589,8 +588,8 @@ def start(self, self._insert(table=STATUS, messages=task_info_all_messages) if file_insert_messages: - logger.debug("Inserting {} FILES_INFO to files table".format(len(file_insert_messages))) - self._insert(table=FILES, messages=file_insert_messages) + logger.debug("Inserting {} FILE_INFO to file table".format(len(file_insert_messages))) + self._insert(table=FILE, messages=file_insert_messages) logger.debug( "There are {} inserted file records".format(len(inserted_files))) @@ -601,19 +600,19 @@ def start(self, "There are {} inserted environment records".format(len(inserted_envs))) if file_update_messages: - logger.debug("Updating {} FILE_INFO into files table".format(len(file_update_messages))) - self._update(table=FILES, + logger.debug("Updating {} FILE_INFO into file table".format(len(file_update_messages))) + self._update(table=FILE, columns=['timestamp', 'size', 'md5sum', 'file_id', 'task_id', 'try_id'], messages=file_update_messages) if input_file_insert_messages: logger.debug("Inserting {} INPUT_FILE to input_files table".format(len(input_file_insert_messages))) - self._insert(table=INPUT_FILES, messages=input_file_insert_messages) + self._insert(table=INPUT_FILE, messages=input_file_insert_messages) logger.debug("There are {} inserted input file records".format(len(input_inserted_files))) if output_file_insert_messages: logger.debug("Inserting {} OUTPUT_FILE to output_files table".format(len(output_file_insert_messages))) - self._insert(table=OUTPUT_FILES, messages=output_file_insert_messages) + self._insert(table=OUTPUT_FILE, messages=output_file_insert_messages) logger.debug("There are {} inserted output file records".format(len(output_inserted_files))) if misc_info_insert_messages: diff --git a/parsl/monitoring/monitoring.py b/parsl/monitoring/monitoring.py index d5450e3ded..90dd00e9c7 100644 --- a/parsl/monitoring/monitoring.py +++ b/parsl/monitoring/monitoring.py @@ -47,7 +47,7 @@ def __init__(self, monitoring_debug: bool = False, resource_monitoring_enabled: bool = True, resource_monitoring_interval: float = 30, - capture_file_provenance: bool = False): # in seconds + file_provenance: bool = False): # in seconds """ Parameters ---------- @@ -84,7 +84,7 @@ def __init__(self, If set to 0, only start and end information will be logged, and no periodic monitoring will be made. Default: 30 seconds - capture_file_provenance : bool + file_provenance : bool Set this field to True to enable logging of file provenance information. Default: False """ @@ -105,7 +105,7 @@ def __init__(self, self.resource_monitoring_enabled = resource_monitoring_enabled self.resource_monitoring_interval = resource_monitoring_interval - self.capture_file_provenance = capture_file_provenance + self.file_provenance = file_provenance def start(self, dfk_run_dir: str, config_run_dir: Union[str, os.PathLike]) -> None: diff --git a/parsl/monitoring/visualization/app.py b/parsl/monitoring/visualization/app.py index 069eb2f598..e0c9510ee8 100644 --- a/parsl/monitoring/visualization/app.py +++ b/parsl/monitoring/visualization/app.py @@ -23,7 +23,6 @@ def cli_run(): app = Flask(__name__) app.config['SQLALCHEMY_DATABASE_URI'] = args.db_path app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False - app.config['SECRET_KEY'] = os.urandom(24) db.init_app(app) with app.app_context(): diff --git a/parsl/monitoring/visualization/models.py b/parsl/monitoring/visualization/models.py index 5aa24931f0..944bf6baa1 100644 --- a/parsl/monitoring/visualization/models.py +++ b/parsl/monitoring/visualization/models.py @@ -5,6 +5,11 @@ STATUS = 'status' # Status table includes task status RESOURCE = 'resource' # Resource table includes task resource utilization NODE = 'node' # Node table include node info +FILE = 'file' # Files table include file info +INPUT_FILE = 'input_file' # Input files table include input file info +OUTPUT_FILE = 'output_file' # Output files table include output file info +ENVIRONMENT = 'environment' # Executor table include executor info +MISC_INFO = 'misc_info' # Misc info table include misc info db = SQLAlchemy() @@ -73,8 +78,8 @@ class Task(db.Model): ) -class Files(db.Model): - __tablename__ = 'files' +class File(db.Model): + __tablename__ = FILE file_name = db.Column('file_name', db.Text, index=True, nullable=False) file_id = db.Column('file_id', db.Text, index=True, nullable=False) run_id = db.Column('run_id', db.Text, nullable=False) @@ -87,7 +92,7 @@ class Files(db.Model): class Environment(db.Model): - __tablename__ = 'environment' + __tablename__ = ENVIRONMENT environment_id = db.Column('environment_id', db.Text, nullable=False) run_id = db.Column('run_id', db.Text, nullable=False) label = db.Column('label', db.Text, nullable=False) @@ -98,8 +103,8 @@ class Environment(db.Model): __table_args__ = (db.PrimaryKeyConstraint('environment_id'),) -class InputFiles(db.Model): - __tablename__ = 'input_files' +class InputFile(db.Model): + __tablename__ = INPUT_FILE file_id = db.Column('file_id', db.Text, nullable=False) run_id = db.Column('run_id', db.Text, nullable=False) task_id = db.Column('task_id', db.Integer, nullable=False) @@ -107,8 +112,8 @@ class InputFiles(db.Model): __table_args__ = (db.PrimaryKeyConstraint('file_id'),) -class OutputFiles(db.Model): - __tablename__ = 'output_files' +class OutputFile(db.Model): + __tablename__ = OUTPUT_FILE file_id = db.Column('file_id', db.Text, nullable=False) run_id = db. Column('run_id', db.Text, nullable=False) task_id = db.Column('task_id', db.Integer, nullable=False) @@ -117,7 +122,7 @@ class OutputFiles(db.Model): class MiscInfo(db.Model): - __tablename__ = 'misc_info' + __tablename__ = MISC_INFO run_id = db.Column('run_id', db.Text, nullable=False) timestamp = db.Column('timestamp', db.DateTime, nullable=False) info = db.Column('info', db.Text, nullable=False) diff --git a/parsl/monitoring/visualization/templates/files.html b/parsl/monitoring/visualization/templates/file.html similarity index 84% rename from parsl/monitoring/visualization/templates/files.html rename to parsl/monitoring/visualization/templates/file.html index 62404e41d3..d576fb048b 100644 --- a/parsl/monitoring/visualization/templates/files.html +++ b/parsl/monitoring/visualization/templates/file.html @@ -7,8 +7,8 @@

    File Provenance

    Files by workflow.

    - Search for a specific file (use % as a wildcard): - + Search for files by name or path (use % as a wildcard): + {{ form.hidden_tag() }} {{ form.file_name.label }} {{ form.file_name(size=32) }} {{ form.submit() }} @@ -33,7 +33,7 @@

    File Provenance

    {{ file['file_name'] }}{{ file['file_name'] }} {{ file['size'] }} {{ file['timestamp'] | timeformat }}
    Creation date:{{ file_details['timestamp'] | timeformat }}
    Workflow:{{ workflow.workflow_name }}
    Created by:{{ tasks[output_file['task_id']]['task_func_name'] }}
    Created by:{{ tasks[output_files['task_id']]['task_func_name'] }}
    Used by: diff --git a/parsl/monitoring/visualization/templates/files_workflow.html b/parsl/monitoring/visualization/templates/file_workflow.html similarity index 84% rename from parsl/monitoring/visualization/templates/files_workflow.html rename to parsl/monitoring/visualization/templates/file_workflow.html index beebfc8c13..32c7fe20ae 100644 --- a/parsl/monitoring/visualization/templates/files_workflow.html +++ b/parsl/monitoring/visualization/templates/file_workflow.html @@ -23,7 +23,7 @@

    Files for Workflow {{ workflow['workflow_name'] }}

    		 {% if task['task_inputs'] %} {% for input in task_files[tid]['inputs'] %} - {{ file_map[input['file_id']] }}
    + {{ file_map[input['file_id']] }}
    {% endfor %} {% else %} None @@ -32,7 +32,7 @@

    Files for Workflow {{ workflow['workflow_name'] }}

    		 {% if task['task_outputs'] %} {% for output in task_files[tid]['outputs'] %} - {{ file_map[output['file_id']] }}
    + {{ file_map[output['file_id']] }}
    {% endfor %} {% else %} None diff --git a/parsl/monitoring/visualization/templates/layout.html b/parsl/monitoring/visualization/templates/layout.html index 3be3f30f50..3e337ad73c 100644 --- a/parsl/monitoring/visualization/templates/layout.html +++ b/parsl/monitoring/visualization/templates/layout.html @@ -36,7 +36,7 @@ Workflows (current) - File Provenance + File Provenance Documentation diff --git a/parsl/monitoring/visualization/templates/task.html b/parsl/monitoring/visualization/templates/task.html index 2054134ac2..0cb86066f5 100644 --- a/parsl/monitoring/visualization/templates/task.html +++ b/parsl/monitoring/visualization/templates/task.html @@ -32,7 +32,7 @@

    {{ task_details['task_func_name'] }} ({{ task_details['task_id'] }})

    {% if not task_details['task_inputs'].empty %} {% else %} @@ -43,7 +43,7 @@

    {{ task_details['task_func_name'] }} ({{ task_details['task_id'] }})

    {% if not task_details['task_outputs'].empty %} {% else %} diff --git a/parsl/monitoring/visualization/templates/workflow.html b/parsl/monitoring/visualization/templates/workflow.html index 65e6309bfc..bafcb6888f 100644 --- a/parsl/monitoring/visualization/templates/workflow.html +++ b/parsl/monitoring/visualization/templates/workflow.html @@ -67,7 +67,7 @@
    Misc Info

    View workflow DAG -- colored by task states
    View workflow resource usage {% if have_files %} -
    View workflow file provenance +
    View workflow file provenance {% endif %} {{ task_gantt | safe }} {{ task_per_app |safe }} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index e6829668fb..68afe3f3af 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -9,9 +9,9 @@ Task, Workflow, db, - Files, - InputFiles, - OutputFiles, + File, + InputFile, + OutputFile, Environment, MiscInfo, ) @@ -70,38 +70,38 @@ def index(): workflow.status = 'Running' if workflow.time_completed is not None: workflow.status = 'Completed' - file_list = Files.query.filter_by(run_id=workflow.run_id).first() + file_list = File.query.filter_by(run_id=workflow.run_id).first() if file_list: have_files.append(workflow.run_id) return render_template('workflows_summary.html', workflows=workflows, have_files=have_files) -@app.route('/files//') +@app.route('/file//') def file(file_id): - file_details = Files.query.filter_by(file_id=file_id).first() - input_files = InputFiles.query.filter_by(file_id=file_id).all() - output_file = OutputFiles.query.filter_by(file_id=file_id).first() + file_details = File.query.filter_by(file_id=file_id).first() + input_files = InputFile.query.filter_by(file_id=file_id).all() + output_files = OutputFile.query.filter_by(file_id=file_id).first() task_ids = set() - environment = None + environ = None for f in input_files: task_ids.add(f.task_id) - if output_file: - task_ids.add(output_file.task_id) + if output_files: + task_ids.add(output_files.task_id) tasks = {} for tid in task_ids: tasks[tid] = Task.query.filter_by(run_id=file_details.run_id, task_id=tid).first() workflow_details = Workflow.query.filter_by(run_id=file_details.run_id).first() - if output_file: - environment = Environment.query.filter_by(environment_id=tasks[output_file.task_id].task_environment).first() + if output_files: + environ = Environment.query.filter_by(environment_id=tasks[output_files.task_id].task_environment).first() return render_template('file_detail.html', file_details=file_details, - input_files=input_files, output_file=output_file, - tasks=tasks, workflow=workflow_details, environment=environment) + input_files=input_files, output_files=output_files, + tasks=tasks, workflow=workflow_details, environment=environ) -@app.route('/files', methods=['GET', 'POST']) -def files(): +@app.route('/file', methods=['GET', 'POST']) +def file(): form = FileForm() if request.method == 'POST': file_list = [] @@ -110,14 +110,14 @@ def files(): filename = '%' + form.file_name.data else: filename = form.file_name.data - file_list = Files.query.filter(Files.file_name.like(filename)).all() - return render_template('files.html', form=form, file_list=file_list) - return render_template('files.html', form=form) + file_list = File.query.filter(File.file_name.like(filename)).all() + return render_template('file.html', form=form, file_list=file_list) + return render_template('file.html', form=form) -@app.route('/files/workflow//') -def files_workflow(workflow_id): - workflow_files = Files.query.filter_by(run_id=workflow_id).all() +@app.route('/file/workflow//') +def file_workflow(workflow_id): + workflow_files = File.query.filter_by(run_id=workflow_id).all() file_map = {} workflow_details = Workflow.query.filter_by(run_id=workflow_id).first() task_ids = set() @@ -131,9 +131,9 @@ def files_workflow(workflow_id): for tid in task_ids: tasks[tid] = Task.query.filter_by(run_id=workflow_id, task_id=tid).first() - files_by_task[tid] = {'inputs': InputFiles.query.filter_by(run_id=workflow_id, task_id=tid).all(), - 'outputs': OutputFiles.query.filter_by(run_id=workflow_id, task_id=tid).all()} - return render_template('files_workflow.html', workflow=workflow_details, + files_by_task[tid] = {'inputs': InputFile.query.filter_by(run_id=workflow_id, task_id=tid).all(), + 'outputs': OutputFile.query.filter_by(run_id=workflow_id, task_id=tid).all()} + return render_template('file_workflow.html', workflow=workflow_details, task_files=files_by_task, tasks=tasks, file_map=file_map) @@ -148,7 +148,7 @@ def workflow(workflow_id): df_task = queries.completion_times_for_workflow(workflow_id, db.engine) df_task_tries = queries.tries_for_workflow(workflow_id, db.engine) task_summary = queries.app_counts_for_workflow(workflow_id, db.engine) - file_list = Files.query.filter_by(run_id=workflow_id).first() + file_list = File.query.filter_by(run_id=workflow_id).first() if file_list: have_files = True else: diff --git a/parsl/tests/test_monitoring/test_file_provenance.py b/parsl/tests/test_monitoring/test_file_provenance.py index 6b0594ede2..695c3aad61 100644 --- a/parsl/tests/test_monitoring/test_file_provenance.py +++ b/parsl/tests/test_monitoring/test_file_provenance.py @@ -63,9 +63,8 @@ def fresh_config(run_dir): strategy_period=0.1, monitoring=MonitoringHub( hub_address="localhost", - hub_port=55055, logging_endpoint=f"sqlite:///{run_dir}/monitoring.db", - capture_file_provenance=True, + file_provenance=True, ) ) diff --git a/parsl/version.py b/parsl/version.py index 6503d18e3e..0ba4a3c991 100644 --- a/parsl/version.py +++ b/parsl/version.py @@ -1,3 +1,3 @@ """Set module version. """ -VERSION = '1.3.1-dev' +VERSION = '1.3.0-dev' diff --git a/test-requirements.txt b/test-requirements.txt index 7a3bf85a6e..82ec5172c2 100644 --- a/test-requirements.txt +++ b/test-requirements.txt @@ -2,7 +2,6 @@ flake8==6.1.0 pandas pytest>=7.4.0,<8 pytest-cov -pytest-mock pytest-random-order nbsphinx sphinx_rtd_theme From 7efebaddd4b85285cfadc3d52721c1e58af17bd7 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 13:40:06 -0600 Subject: [PATCH 51/59] added dfk as a required parameter to DataFuture --- parsl/app/futures.py | 8 +++++--- parsl/data_provider/data_manager.py | 2 +- parsl/dataflow/dflow.py | 6 +++--- 3 files changed, 9 insertions(+), 7 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index a8a5ad1e9c..301d932c55 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -5,12 +5,15 @@ import logging from os import stat from concurrent.futures import Future -from typing import Optional, Any +from typing import TYPE_CHECKING, Optional from datetime import datetime, timezone import typeguard from parsl.data_provider.files import File +if TYPE_CHECKING: + from parsl.dataflow.dflow import DataFlowKernel + logger = logging.getLogger(__name__) @@ -50,8 +53,7 @@ def parent_callback(self, parent_fu): self.data_flow_kernel.register_as_output(self.file_obj, self.app_fut.task_record) @typeguard.typechecked - def __init__(self, fut: Future, file_obj: File, tid: Optional[int] = None, app_fut: Optional[Future] = None, - dfk: Optional[Any] = None) -> None: + def __init__(self, fut: Future, file_obj: File, dfk: "DataFlowKernel", tid: Optional[int] = None, app_fut: Optional[Future] = None) -> None: """Construct the DataFuture object. If the file_obj is a string convert to a File. diff --git a/parsl/data_provider/data_manager.py b/parsl/data_provider/data_manager.py index db5d242d36..e1b259a652 100644 --- a/parsl/data_provider/data_manager.py +++ b/parsl/data_provider/data_manager.py @@ -63,7 +63,7 @@ def optionally_stage_in(self, input, func, executor): # replace the input DataFuture with a new DataFuture which will complete at # the same time as the original one, but will contain the newly # copied file - input = DataFuture(input, file, tid=input.tid) + input = DataFuture(input, file, dfk=self.dfk, tid=input.tid) elif isinstance(input, File): file = input.cleancopy() input = file diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 1e5b78c9b5..234d95f714 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -956,10 +956,10 @@ def stageout_one_file(file: File, rewritable_func: Callable): stageout_fut = self.data_manager.stage_out(f_copy, executor, app_fut) if stageout_fut: logger.debug("Adding a dependency on stageout future for {}".format(repr(file))) - df = DataFuture(stageout_fut, file, tid=app_fut.tid, app_fut=app_fut, dfk=self) + df = DataFuture(stageout_fut, file, dfk=self, tid=app_fut.tid, app_fut=app_fut) else: logger.debug("No stageout dependency for {}".format(repr(file))) - df = DataFuture(app_fut, file, tid=app_fut.tid, app_fut=app_fut, dfk=self) + df = DataFuture(app_fut, file, dfk=self, tid=app_fut.tid, app_fut=app_fut) # this is a hook for post-task stageout # note that nothing depends on the output - which is maybe a bug @@ -968,7 +968,7 @@ def stageout_one_file(file: File, rewritable_func: Callable): return rewritable_func, f_copy, df else: logger.debug("Not performing output staging for: {}".format(repr(file))) - return rewritable_func, file, DataFuture(app_fut, file, tid=app_fut.tid, app_fut=app_fut, dfk=self) + return rewritable_func, file, DataFuture(app_fut, file, dfk=self, tid=app_fut.tid, app_fut=app_fut) for idx, file in enumerate(outputs): func, outputs[idx], o = stageout_one_file(file, func) From d6e7e5b186ad6f0883bd7bee3675b951be05a8d5 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 13:45:54 -0600 Subject: [PATCH 52/59] make sure file md5sum is only calculated --- parsl/app/futures.py | 3 ++- parsl/dataflow/dflow.py | 18 +++++++++++------- 2 files changed, 13 insertions(+), 8 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index 301d932c55..5fa98f1bec 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -78,7 +78,8 @@ def __init__(self, fut: Future, file_obj: File, dfk: "DataFlowKernel", tid: Opti self.app_fut = fut self.data_flow_kernel = dfk self.parent.add_done_callback(self.parent_callback) - if self.file_obj.scheme == 'file' and os.path.exists(file_obj.path): + # only capture this if needed + if self.data_flow_kernel.file_provenance and self.file_obj.scheme == 'file' and os.path.exists(file_obj.path): file_stat = os.stat(file_obj.path) self.file_obj.timestamp = datetime.fromtimestamp(file_stat.st_ctime, tz=timezone.utc) self.file_obj.size = file_stat.st_size diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 234d95f714..4b9a0a5167 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -317,13 +317,17 @@ def _create_file_log_info(self, file: Union[File, DataFuture], Create the dictionary that will be included in the monitoring db. """ # set file info if needed - if file.file_obj.scheme == 'file' and os.path.isfile(file.file_obj.filepath): - if not file.file_obj.timestamp: - file.file_obj.timestamp = datetime.datetime.fromtimestamp(os.stat(file.file_obj.filepath).st_ctime, tz=datetime.timezone.utc) - if not file.file_obj.size: - file.file_obj.size = os.stat(file.file_obj.filepath).st_size - if not file.file_obj.md5sum: - file.file_obj.md5sum = md5(open(file.file_obj, 'rb').read()).hexdigest() + if isinstance(file, DataFuture): + fo = file.file_obj + else: + fo = file + if fo.scheme == 'file' and os.path.isfile(fo.filepath): + if not fo.timestamp: + fo.timestamp = datetime.datetime.fromtimestamp(os.stat(fo.filepath).st_ctime, tz=datetime.timezone.utc) + if not fo.size: + fo.size = os.stat(fo.filepath).st_size + if not fo.md5sum: + fo.md5sum = md5(open(fo, 'rb').read()).hexdigest() file_log_info = {'file_name': file.filename, 'file_id': str(file.uuid), From 1fcdbc65f39294b8cc6553514b94fa26e336f267 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 13:47:23 -0600 Subject: [PATCH 53/59] added full path and parsing for path for file database entries --- parsl/monitoring/db_manager.py | 11 +++++++++-- parsl/monitoring/visualization/templates/file.html | 2 +- .../visualization/templates/file_detail.html | 5 ++++- parsl/monitoring/visualization/templates/task.html | 2 +- parsl/monitoring/visualization/views.py | 4 ++-- 5 files changed, 17 insertions(+), 7 deletions(-) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 4b5bef8911..1b545fae95 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -48,11 +48,11 @@ RESOURCE = 'resource' # Resource table includes task resource utilization NODE = 'node' # Node table include node info BLOCK = 'block' # Block table include the status for block polling -FILE = 'file ' # Files table include file info +FILE = 'file' # Files table include file info INPUT_FILE = 'input_file' # Input files table include input file info OUTPUT_FILE = 'output_file' # Output files table include output file info ENVIRONMENT = 'environment' # Executor table include executor info -MISC_INFO = 'misc_info' # Misc info table include misc info +MISC_INFO = 'misc_info' # Misc info table include misc info class Database: @@ -248,6 +248,7 @@ class File(Base): __tablename__ = FILE file_name = Column('file_name', Text, index=True, nullable=False) file_path = Column('file_path', Text, nullable=True) + full_path = Column('full_path', Text, index=True, nullable=False) file_id = Column('file_id', Text, index=True, nullable=False) run_id = Column('run_id', Text, index=True, nullable=False) task_id = Column('task_id', Integer, index=True, nullable=True) @@ -486,6 +487,12 @@ def start(self, elif msg_type == MessageType.FILE_INFO: file_id = msg['file_id'] file_all_messages.append(msg) + msg['full_path'] = msg['file_name'] + loc = msg['file_name'].rfind("/") + if loc >= 0: + msg['file_path'] = msg['file_name'][:loc] + msg['file_name'] = msg['file_name'][loc + 1:] + if file_id in inserted_files: new_item = False # once certain items are set, they should not be changed diff --git a/parsl/monitoring/visualization/templates/file.html b/parsl/monitoring/visualization/templates/file.html index d576fb048b..1b3f547863 100644 --- a/parsl/monitoring/visualization/templates/file.html +++ b/parsl/monitoring/visualization/templates/file.html @@ -33,7 +33,7 @@

    File Provenance

    {{ file['file_name'] }}{{ file['full_path'] }} {{ file['size'] }} {{ file['timestamp'] | timeformat }}
    + {% if file_details['file_path'] %} + + {% endif %} {% if file_details['timestamp'] %} {% endif %} - + {% if output_files %} {% endif %} diff --git a/parsl/monitoring/visualization/templates/task.html b/parsl/monitoring/visualization/templates/task.html index 0cb86066f5..5ddaf0b948 100644 --- a/parsl/monitoring/visualization/templates/task.html +++ b/parsl/monitoring/visualization/templates/task.html @@ -32,7 +32,7 @@

    {{ task_details['task_func_name'] }} ({{ task_details['task_id'] }})

    {% if not task_details['task_inputs'].empty %}     {% else %} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index 68afe3f3af..cc8e05eb2a 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -110,7 +110,7 @@ def file(): filename = '%' + form.file_name.data else: filename = form.file_name.data - file_list = File.query.filter(File.file_name.like(filename)).all() + file_list = File.query.filter(File.full_path.like(filename)).all() return render_template('file.html', form=form, file_list=file_list) return render_template('file.html', form=form) @@ -126,7 +126,7 @@ def file_workflow(workflow_id): for wf in workflow_files: file_details[wf.file_id] = wf task_ids.add(wf.task_id) - file_map[wf.file_id] = ospath.basename(wf.file_name) + file_map[wf.file_id] = ospath.basename(wf.full_path) tasks = {} for tid in task_ids: From b443cbb8833586f3b9a391ecb5adf9b67fb670ed Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 13:48:24 -0600 Subject: [PATCH 54/59] fixed typos and tests --- parsl/monitoring/queries/pandas.py | 12 +-- parsl/monitoring/visualization/models.py | 30 ++++---- .../templates/workflows_summary.html | 2 +- parsl/monitoring/visualization/views.py | 2 +- .../test_monitoring/test_file_provenance.py | 73 ++++++++----------- 5 files changed, 55 insertions(+), 64 deletions(-) diff --git a/parsl/monitoring/queries/pandas.py b/parsl/monitoring/queries/pandas.py index 7dcc9ad885..50a72e3408 100644 --- a/parsl/monitoring/queries/pandas.py +++ b/parsl/monitoring/queries/pandas.py @@ -11,18 +11,18 @@ def input_files_for_task(workflow_id: Any, task_id: Any, db: DB) -> pd.DataFrame: return pd.read_sql_query(""" SELECT * - FROM input_files, files - WHERE input_files.run_id='%s' AND input_files.task_id='%s' - AND input_files.file_id = files.file_id; + FROM input_file, file + WHERE input_file.run_id='%s' AND input_file.task_id='%s' + AND input_file.file_id = file.file_id; """ % (workflow_id, task_id), db) def output_files_for_task(workflow_id: Any, task_id: Any, db: DB) -> pd.DataFrame: return pd.read_sql_query(""" SELECT * - FROM output_files, files - WHERE output_files.run_id='%s' AND output_files.task_id='%s' - AND output_files.file_id = files.file_id; + FROM output_file, file + WHERE output_file.run_id='%s' AND output_file.task_id='%s' + AND output_file.file_id = file.file_id; """ % (workflow_id, task_id), db) diff --git a/parsl/monitoring/visualization/models.py b/parsl/monitoring/visualization/models.py index 944bf6baa1..ca7c55bae1 100644 --- a/parsl/monitoring/visualization/models.py +++ b/parsl/monitoring/visualization/models.py @@ -81,11 +81,13 @@ class Task(db.Model): class File(db.Model): __tablename__ = FILE file_name = db.Column('file_name', db.Text, index=True, nullable=False) + file_path = db.Column('file_path', db.Text, nullable=True) + full_path = db.Column('full_path', db.Text, index=True, nullable=False) file_id = db.Column('file_id', db.Text, index=True, nullable=False) - run_id = db.Column('run_id', db.Text, nullable=False) - task_id = db.Column('task_id', db.Integer, nullable=False) - try_id = db.Column('try_id', db.Integer, nullable=False) - timestamp = db.Column('timestamp', db.DateTime, nullable=True) + run_id = db.Column('run_id', db.Text, index=True, nullable=False) + task_id = db.Column('task_id', db.Integer, index=True, nullable=True) + try_id = db.Column('try_id', db.Integer, index=True, nullable=True) + timestamp = db.Column('timestamp', db.DateTime, index=True, nullable=True) size = db.Column('size', db.BigInteger, nullable=True) md5sum = db.Column('md5sum', db.Text, nullable=True) __table_args__ = (db.PrimaryKeyConstraint('file_id'),) @@ -93,8 +95,8 @@ class File(db.Model): class Environment(db.Model): __tablename__ = ENVIRONMENT - environment_id = db.Column('environment_id', db.Text, nullable=False) - run_id = db.Column('run_id', db.Text, nullable=False) + environment_id = db.Column('environment_id', db.Text, index=True, nullable=False) + run_id = db.Column('run_id', db.Text, index=True, nullable=False) label = db.Column('label', db.Text, nullable=False) address = db.Column('address', db.Text, nullable=True) provider = db.Column('provider', db.Text, nullable=True) @@ -106,25 +108,25 @@ class Environment(db.Model): class InputFile(db.Model): __tablename__ = INPUT_FILE file_id = db.Column('file_id', db.Text, nullable=False) - run_id = db.Column('run_id', db.Text, nullable=False) - task_id = db.Column('task_id', db.Integer, nullable=False) - try_id = db.Column('try_id', db.Integer, nullable=False) + run_id = db.Column('run_id', db.Text, index=True, nullable=False) + task_id = db.Column('task_id', db.Integer, index=True, nullable=False) + try_id = db.Column('try_id', db.Integer, index=True, nullable=False) __table_args__ = (db.PrimaryKeyConstraint('file_id'),) class OutputFile(db.Model): __tablename__ = OUTPUT_FILE file_id = db.Column('file_id', db.Text, nullable=False) - run_id = db. Column('run_id', db.Text, nullable=False) - task_id = db.Column('task_id', db.Integer, nullable=False) - try_id = db.Column('try_id', db.Integer, nullable=False) + run_id = db. Column('run_id', db.Text, index=True, nullable=False) + task_id = db.Column('task_id', db.Integer, index=True, nullable=False) + try_id = db.Column('try_id', db.Integer, index=True, nullable=False) __table_args__ = (db.PrimaryKeyConstraint('file_id'),) class MiscInfo(db.Model): __tablename__ = MISC_INFO - run_id = db.Column('run_id', db.Text, nullable=False) - timestamp = db.Column('timestamp', db.DateTime, nullable=False) + run_id = db.Column('run_id', db.Text, index=True, nullable=False) + timestamp = db.Column('timestamp', db.DateTime, index=True, nullable=False) info = db.Column('info', db.Text, nullable=False) __table_args__ = (db.PrimaryKeyConstraint('run_id', 'timestamp'),) diff --git a/parsl/monitoring/visualization/templates/workflows_summary.html b/parsl/monitoring/visualization/templates/workflows_summary.html index c993f43006..2bee89adc8 100644 --- a/parsl/monitoring/visualization/templates/workflows_summary.html +++ b/parsl/monitoring/visualization/templates/workflows_summary.html @@ -31,7 +31,7 @@

    Workflows

    {% if w['run_id'] in have_files %} -     + {% else %} {% endif %} diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index cc8e05eb2a..f237ff48f4 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -77,7 +77,7 @@ def index(): @app.route('/file//') -def file(file_id): +def file_id(file_id): file_details = File.query.filter_by(file_id=file_id).first() input_files = InputFile.query.filter_by(file_id=file_id).all() output_files = OutputFile.query.filter_by(file_id=file_id).first() diff --git a/parsl/tests/test_monitoring/test_file_provenance.py b/parsl/tests/test_monitoring/test_file_provenance.py index 695c3aad61..a063f092b5 100644 --- a/parsl/tests/test_monitoring/test_file_provenance.py +++ b/parsl/tests/test_monitoring/test_file_provenance.py @@ -5,9 +5,8 @@ import parsl from parsl.config import Config -from parsl.executors import HighThroughputExecutor +from parsl.executors import ThreadPoolExecutor from parsl.monitoring import MonitoringHub -from parsl.providers import LocalProvider from parsl.data_provider.files import File @@ -49,15 +48,7 @@ def fresh_config(run_dir): return Config( run_dir=str(run_dir), executors=[ - HighThroughputExecutor( - address="127.0.0.1", - label="htex_local", - provider=LocalProvider( - init_blocks=1, - min_blocks=1, - max_blocks=1, - ) - ) + ThreadPoolExecutor() ], strategy='simple', strategy_period=0.1, @@ -78,48 +69,46 @@ def test_provenance(tmpd_cwd): import sqlalchemy cfg = fresh_config(tmpd_cwd) - my_dfk = parsl.load(cfg) + with parsl.load(cfg) as my_dfk: - cwd = os.getcwd() - if os.path.exists(os.path.join(cwd, 'provenance')): - shutil.rmtree(os.path.join(cwd, 'provenance')) - os.mkdir(os.path.join(cwd, 'provenance')) - os.chdir(os.path.join(cwd, 'provenance')) + cwd = os.getcwd() + if os.path.exists(os.path.join(cwd, 'provenance')): + shutil.rmtree(os.path.join(cwd, 'provenance')) + os.mkdir(os.path.join(cwd, 'provenance')) + os.chdir(os.path.join(cwd, 'provenance')) - my_dfk.log_info("Starting Run") + my_dfk.log_info("Starting Run") - init = initialize(outputs=[File(os.path.join(os.getcwd(), 'initialize.txt'))]) + init = initialize(outputs=[File(os.path.join(os.getcwd(), 'initialize.txt'))]) - sd = split_data(inputs=[init.outputs[0]], - outputs=[File(os.path.join(os.getcwd(), f'split_data_{i}.txt')) for i in range(4)]) + sd = split_data(inputs=[init.outputs[0]], + outputs=[File(os.path.join(os.getcwd(), f'split_data_{i}.txt')) for i in range(4)]) - p = [process(inputs=[sdo], outputs=[File(os.path.join(os.getcwd(), f'processed_data_{i}.txt'))]) for i, sdo in - enumerate(sd.outputs)] + p = [process(inputs=[sdo], outputs=[File(os.path.join(os.getcwd(), f'processed_data_{i}.txt'))]) for i, sdo in + enumerate(sd.outputs)] - c = combine(inputs=[pp.outputs[0] for pp in p], outputs=[File(os.path.join(os.getcwd(), 'combined_data.txt'))]) + c = combine(inputs=[pp.outputs[0] for pp in p], outputs=[File(os.path.join(os.getcwd(), 'combined_data.txt'))]) - c.result() - os.chdir(cwd) - my_dfk.log_info("Ending run") - time.sleep(2) + c.result() + os.chdir(cwd) + my_dfk.log_info("Ending run") + time.sleep(2) - engine = sqlalchemy.create_engine(cfg.monitoring.logging_endpoint) - with engine.begin() as connection: - def count_rows(table: str): - result = connection.execute(f"SELECT COUNT(*) FROM {table}") - (c,) = result.first() - return c + engine = sqlalchemy.create_engine(cfg.monitoring.logging_endpoint) + with engine.begin() as connection: + def count_rows(table: str): + result = connection.execute(f"SELECT COUNT(*) FROM {table}") + (c,) = result.first() + return c - assert count_rows("workflow") == 1 + assert count_rows("workflow") == 1 - assert count_rows("task") == 7 + assert count_rows("task") == 7 - assert count_rows("files") == 10 + assert count_rows("file") == 10 - assert count_rows("input_files") == 9 + assert count_rows("input_file") == 9 - assert count_rows("output_files") == 10 + assert count_rows("output_file") == 10 - assert count_rows("misc_info") == 2 - - parsl.clear() + assert count_rows("misc_info") == 2 From 69cfc7b6e82bbc87e8729955ff3e5c76c1096239 Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 13:48:56 -0600 Subject: [PATCH 55/59] put back required SECRET_KEY so that the file search form works --- parsl/monitoring/visualization/app.py | 1 + 1 file changed, 1 insertion(+) diff --git a/parsl/monitoring/visualization/app.py b/parsl/monitoring/visualization/app.py index e0c9510ee8..069eb2f598 100644 --- a/parsl/monitoring/visualization/app.py +++ b/parsl/monitoring/visualization/app.py @@ -23,6 +23,7 @@ def cli_run(): app = Flask(__name__) app.config['SQLALCHEMY_DATABASE_URI'] = args.db_path app.config['SQLALCHEMY_TRACK_MODIFICATIONS'] = False + app.config['SECRET_KEY'] = os.urandom(24) db.init_app(app) with app.app_context(): From 0316cf9a92719356124cc572455810353992f03e Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 14:28:03 -0600 Subject: [PATCH 56/59] isort fixes --- parsl/app/futures.py | 7 ++++--- parsl/data_provider/files.py | 5 ++--- parsl/dataflow/dflow.py | 2 +- parsl/executors/base.py | 2 +- parsl/monitoring/visualization/views.py | 19 +++++++++---------- .../test_monitoring/test_file_provenance.py | 5 +++-- 6 files changed, 20 insertions(+), 20 deletions(-) diff --git a/parsl/app/futures.py b/parsl/app/futures.py index 5fa98f1bec..6425d0fa0d 100644 --- a/parsl/app/futures.py +++ b/parsl/app/futures.py @@ -1,12 +1,13 @@ """This module implements DataFutures. """ +import logging import os.path +from concurrent.futures import Future +from datetime import datetime, timezone from hashlib import md5 -import logging from os import stat -from concurrent.futures import Future from typing import TYPE_CHECKING, Optional -from datetime import datetime, timezone + import typeguard from parsl.data_provider.files import File diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 1dcdac4b68..286212e783 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -5,13 +5,12 @@ on where (client-side, remote-side, intermediary-side) the File.filepath is being called from. """ +import datetime import logging -from hashlib import md5 import os -import datetime +import uuid from typing import Optional, Union from urllib.parse import urlparse -import uuid import typeguard diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index 4b9a0a5167..19a2b11263 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -3,7 +3,6 @@ import atexit import concurrent.futures as cf import datetime -from hashlib import md5 import inspect import logging import os @@ -15,6 +14,7 @@ from concurrent.futures import Future from functools import partial from getpass import getuser +from hashlib import md5 from socket import gethostname from typing import Any, Callable, Dict, List, Optional, Sequence, Tuple, Union from uuid import uuid4 diff --git a/parsl/executors/base.py b/parsl/executors/base.py index c8caec6732..751502ef09 100644 --- a/parsl/executors/base.py +++ b/parsl/executors/base.py @@ -1,8 +1,8 @@ import os +import uuid from abc import ABCMeta, abstractmethod from concurrent.futures import Future from typing import Any, Callable, Dict, Optional -import uuid from typing_extensions import Literal, Self diff --git a/parsl/monitoring/visualization/views.py b/parsl/monitoring/visualization/views.py index f237ff48f4..67aec121ad 100644 --- a/parsl/monitoring/visualization/views.py +++ b/parsl/monitoring/visualization/views.py @@ -1,19 +1,22 @@ +import datetime +import os.path as ospath + import pandas as pd from flask import current_app as app from flask import render_template, request -import os.path as ospath import parsl.monitoring.queries.pandas as queries +from parsl.monitoring.visualization.form_fields import FileForm from parsl.monitoring.visualization.models import ( + Environment, + File, + InputFile, + MiscInfo, + OutputFile, Status, Task, Workflow, db, - File, - InputFile, - OutputFile, - Environment, - MiscInfo, ) from parsl.monitoring.visualization.plots.default.task_plots import ( time_series_memory_per_task_plot, @@ -29,10 +32,6 @@ worker_efficiency, ) -from parsl.monitoring.visualization.form_fields import FileForm - -import datetime - dummy = True diff --git a/parsl/tests/test_monitoring/test_file_provenance.py b/parsl/tests/test_monitoring/test_file_provenance.py index a063f092b5..ed7ee6e746 100644 --- a/parsl/tests/test_monitoring/test_file_provenance.py +++ b/parsl/tests/test_monitoring/test_file_provenance.py @@ -1,13 +1,14 @@ -import pytest import os import shutil import time +import pytest + import parsl from parsl.config import Config +from parsl.data_provider.files import File from parsl.executors import ThreadPoolExecutor from parsl.monitoring import MonitoringHub -from parsl.data_provider.files import File @parsl.bash_app From 9ed699df64679b8a1e3a3b52f6e6d24f5ebf5b3d Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 15:30:15 -0600 Subject: [PATCH 57/59] removed unneeded import --- parsl/monitoring/db_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index 1b545fae95..bb6b3e1cef 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -5,7 +5,7 @@ import queue import threading import time -from typing import Any, Dict, List, Optional, Set, Tuple, TypeVar, Union, cast +from typing import Any, Dict, List, Optional, Set, Tuple, TypeVar, cast import typeguard From ce609cc94f58367726598bc8b6fd07ca3a9b7c0d Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 3 Dec 2024 16:17:44 -0600 Subject: [PATCH 58/59] mypy fixes --- parsl/curvezmq.py | 2 +- parsl/data_provider/files.py | 4 ++-- parsl/dataflow/dflow.py | 10 +++++----- parsl/dataflow/taskrecord.py | 3 +++ parsl/monitoring/db_manager.py | 10 +++++----- 5 files changed, 16 insertions(+), 13 deletions(-) diff --git a/parsl/curvezmq.py b/parsl/curvezmq.py index e90e13a5bd..f1de25b05f 100644 --- a/parsl/curvezmq.py +++ b/parsl/curvezmq.py @@ -144,7 +144,7 @@ def _start_auth_thread(self) -> ThreadAuthenticator: auth_thread.start() # Only allow certs that are in the cert dir assert self.cert_dir # For mypy - auth_thread.configure_curve(domain="*", location=self.cert_dir) + auth_thread.configure_curve(domain="*", location=str(self.cert_dir)) return auth_thread def socket(self, socket_type: int, *args, **kwargs) -> zmq.Socket: diff --git a/parsl/data_provider/files.py b/parsl/data_provider/files.py index 286212e783..9d37d41813 100644 --- a/parsl/data_provider/files.py +++ b/parsl/data_provider/files.py @@ -49,8 +49,8 @@ def __init__(self, url: Union[os.PathLike, str], uu_id: Optional[uuid.UUID] = No self.path = parsed_url.path self.filename = os.path.basename(self.path) # let the DFK set these values, if needed - self.size = None - self.md5sum = None + self.size: Optional[int] = None + self.md5sum: Optional[str] = None self.timestamp = timestamp self.local_path: Optional[str] = None diff --git a/parsl/dataflow/dflow.py b/parsl/dataflow/dflow.py index fff183062e..d0bfdd80f4 100644 --- a/parsl/dataflow/dflow.py +++ b/parsl/dataflow/dflow.py @@ -304,7 +304,7 @@ def std_spec_to_name(name, spec): def _send_file_log_info(self, file: Union[File, DataFuture], task_record: TaskRecord, is_output: bool) -> None: """ Generate a message for the monitoring db about a file. """ - if self.file_provenance: + if self.monitoring and self.file_provenance: file_log_info = self._create_file_log_info(file, task_record) # make sure the task_id is None for inputs if not is_output: @@ -343,7 +343,7 @@ def _create_file_log_info(self, file: Union[File, DataFuture], def register_as_input(self, f: Union[File, DataFuture], task_record: TaskRecord): """ Register a file as an input to a task. """ - if self.file_provenance: + if self.monitoring and self.file_provenance: self._send_file_log_info(f, task_record, False) file_input_info = self._create_file_io_info(f, task_record) self.monitoring.send((MessageType.INPUT_FILE, file_input_info)) @@ -351,7 +351,7 @@ def register_as_input(self, f: Union[File, DataFuture], def register_as_output(self, f: Union[File, DataFuture], task_record: TaskRecord): """ Register a file as an output of a task. """ - if self.file_provenance: + if self.monitoring and self.file_provenance: self._send_file_log_info(f, task_record, True) file_output_info = self._create_file_io_info(f, task_record) self.monitoring.send((MessageType.OUTPUT_FILE, file_output_info)) @@ -370,7 +370,7 @@ def _create_file_io_info(self, file: Union[File, DataFuture], def _register_env(self, environ: ParslExecutor) -> None: """ Capture the environment information for the monitoring db. """ - if self.file_provenance: + if self.monitoring and self.file_provenance: environ_info = self._create_env_log_info(environ) self.monitoring.send((MessageType.ENVIRONMENT_INFO, environ_info)) @@ -387,7 +387,7 @@ def _create_env_log_info(self, environ: ParslExecutor) -> Dict[str, Any]: provider = getattr(environ, 'provider', None) if provider is not None: env_log_info['provider'] = provider.label - env_log_info['launcher'] = type(getattr(provider, 'launcher', None)) + env_log_info['launcher'] = str(type(getattr(provider, 'launcher', None))) env_log_info['worker_init'] = getattr(provider, 'worker_init', None) return env_log_info diff --git a/parsl/dataflow/taskrecord.py b/parsl/dataflow/taskrecord.py index f48aecceb9..1d3961a023 100644 --- a/parsl/dataflow/taskrecord.py +++ b/parsl/dataflow/taskrecord.py @@ -103,3 +103,6 @@ class TaskRecord(TypedDict, total=False): """Restricts access to end-of-join behavior to ensure that joins only complete once, even if several joining Futures complete close together in time.""" + + environment: str + """The environment in which the task is being executed.""" diff --git a/parsl/monitoring/db_manager.py b/parsl/monitoring/db_manager.py index bb6b3e1cef..9e71c1b18c 100644 --- a/parsl/monitoring/db_manager.py +++ b/parsl/monitoring/db_manager.py @@ -5,7 +5,7 @@ import queue import threading import time -from typing import Any, Dict, List, Optional, Set, Tuple, TypeVar, cast +from typing import Any, Dict, List, Optional, Set, Tuple, TypeVar, Union, cast import typeguard @@ -395,10 +395,10 @@ def start(self, """ like inserted_tasks but for Files """ - inserted_files = dict() # type: Dict[str, Dict[str, Union[None, datetime.datetime, str, int]]] - input_inserted_files = dict() # type: Dict[str, List[str]] - output_inserted_files = dict() # type: Dict[str, List[str]] - inserted_envs = set() # type: Set[object] + inserted_files: Dict[str, Dict[str, Union[None, datetime.datetime, str, int]]] = dict() + input_inserted_files: Dict[str, List[str]] = dict() + output_inserted_files: Dict[str, List[str]] = dict() + inserted_envs: Set[object] = set() # for any task ID, we can defer exactly one message, which is the # assumed-to-be-unique first message (with first message flag set). From 53f323db142adf29c15e1d09ab7014e2f8a6677b Mon Sep 17 00:00:00 2001 From: astro-friedel Date: Tue, 10 Dec 2024 09:49:34 -0600 Subject: [PATCH 59/59] fixed incorrect variable name --- docs/userguide/monitoring.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/userguide/monitoring.rst b/docs/userguide/monitoring.rst index 3df03fb205..065517b5b9 100644 --- a/docs/userguide/monitoring.rst +++ b/docs/userguide/monitoring.rst @@ -62,7 +62,7 @@ The monitoring system can also be used to track file provenance. File provenance * What inputs were given to the task that created the file * What environment was used (e.g. the 'worker_init' entry from a :py:class:`~parsl.providers.ExecutionProvider`), not available with every provider. -The purpose of the file provenance tracking is to provide a mechanism where the user can see exactly how a file was created and used in a workflow. This can be useful for debugging, understanding the workflow, for ensuring that the workflow is reproducible, and reviewing past work. The file provenance information is stored in the monitoring database and can be accessed using the ``parsl-visualize`` tool. To enable file provenance tracking, set the ``capture_file_provenance`` flag to ``True`` in the `parsl.monitoring.MonitoringHub` configuration. +The purpose of the file provenance tracking is to provide a mechanism where the user can see exactly how a file was created and used in a workflow. This can be useful for debugging, understanding the workflow, for ensuring that the workflow is reproducible, and reviewing past work. The file provenance information is stored in the monitoring database and can be accessed using the ``parsl-visualize`` tool. To enable file provenance tracking, set the ``file_provenance`` flag to ``True`` in the `parsl.monitoring.MonitoringHub` configuration. This functionality also enables you to log informational messages from you scripts, to capture anything not automatically gathered. The main change to your code to use this functionality is to assign the return value of the ``parsl.load`` to a variable. Then use the ``log_info`` function to log the messages in the database. Note that this feature is only available in the main script, not inside Apps. Passing this vaiable, ``my_cfg`` in the example below to an App will have undefined behavior. The following example shows how to use this feature. @@ -90,7 +90,7 @@ This functionality also enables you to log informational messages from you scrip hub_port=55055, monitoring_debug=False, resource_monitoring_interval=10, - capture_file_provenance=True, + file_provenance=True, ), strategy='none' )
    Name:{{ file_details['file_name'] }}
    Path:{{ file_details['file_path'] }}
    Id:{{ file_details['file_id'] }}
    Size:{{ file_details['size'] }} bytes
    md5sum:{{ file_details['md5sum'] }}
    Creation date:{{ file_details['timestamp'] | timeformat }}
    Workflow:{{ workflow.workflow_name }}
    Workflow:{{ workflow.workflow_name }}
    Created by:{{ tasks[output_files['task_id']]['task_func_name'] }}
    filesfiles