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Since our object is designed for representing *parallel* results, it is expected +that many calls (any of those submitted via DirectView) will map results to engine IDs. We +provide a :meth:`get_dict`, which is also a wrapper on :meth:`get`, which returns a dictionary +of the individual results, keyed by engine ID. + +You can also prevent a submitted job from actually executing, via the AsyncResult's :meth:`abort` method. This will instruct engines to not execute the job when it arrives. + +The larger extension of the AsyncResult API is the :attr:`metadata` attribute. The metadata +is a dictionary (with attribute access) that contains, logically enough, metadata about the +execution. + +Metadata keys: + +timestamps + +submitted + When the task left the Client +started + When the task started execution on the engine +completed + When execution finished on the engine +received + When the result arrived on the Client + + note that it is not known when the result arrived in 0MQ on the client, only when it + arrived in Python via :meth:`Client.spin`, so in interactive use, this may not be + strictly informative. + +Information about the engine + +engine_id + The integer id +engine_uuid + The UUID of the engine + +output of the call + +pyerr + Python exception, if there was one +pyout + Python output +stderr + stderr stream +stdout + stdout (e.g. print) stream + +And some extended information + +status + either 'ok' or 'error' +msg_id + The UUID of the message +after + For tasks: the time-based msg_id dependencies +follow + For tasks: the location-based msg_id dependencies + +While in most cases, the Clients that submitted a request will be the ones using the results, +other Clients can also request results directly from the Hub. This is done via the Client's +:meth:`get_result` method. This method will *always* return an AsyncResult object. If the call +was not submitted by the client, then it will be a subclass, called :class:`AsyncHubResult`. +These behave in the same way as an AsyncResult, but if the result is not ready, waiting on an +AsyncHubResult polls the Hub, which is much more expensive than the passive polling used +in regular AsyncResults. + + +The Client keeps track of all results +history, results, metadata Querying the Hub ================ @@ -382,8 +522,12 @@ queue_status result_status + check on results + purge_results + forget results (conserve resources) + Controlling the Engines ======================= diff --git a/docs/source/parallelz/parallel_pi.pdf b/docs/source/parallelz/parallel_pi.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5ad1fe2068c5f929ae4188cdb0caab9a22b7e37b GIT binary patch literal 128061 zc$}QOcUV)&_Xixh2!g^2gzi!VByH@b8++Jh;ad)J%|Bj-Rv_R z*y&Zg>)XxXeu@_GT!TgQG{oEaqzB5?F=53M1{4*4mdO2srMqFi5JBl%4$wb;{UP3g 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