Processing method and device for input data and output data
A processing method and technology of a processing device, applied in the computer field, can solve problems such as spending a lot of time, mismatch, data processing use efficiency and application scope limitation, and achieve the effect of improving operating efficiency and versatility
Active Publication Date: 2020-07-10
THE FOURTH PARADIGM BEIJING TECH CO LTD
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Problems solved by technology
As a result, data processing tools (for example, machine learning platform software) may not support or do not match third-party data, requiring a lot of time and effort for corresponding data processing
Moreover, since the data formats applicable to different data processing tools are generally not universal, this requires users to have certain data processing capabilities, which will also increase the workload of using tools
The above problems often lead to the use efficiency and application range of data processing being greatly limited
Method used
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[0053] Embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings.
[0054] It should be clear that the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0055] In the first aspect, the embodiments of the present invention provide a method for processing input data. According to the method, input data from various sources entering the data processing system can be effectively processed by means of unified configuration information, thereby converting the user from The data preprocessing stage is liberated, and the operating efficiency and versatility of the data processing system are effectively improved.
[0056] Such as figure 1 As shown, the processing method for ...
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An embodiment of the invention discloses a method and device for processing input data and output data, and relates to the technical field of computers. The universality of data processing tools suchas machine learning can be improved effectively. The method for processing the input data comprises the following steps: acquiring data input configuration information, wherein the data input configuration information comprises an operation mark set which processes and operates binary byte stream, and the operation mark set comprises reading operation marks, deserialized operation marks and type transformation operation marks; and analyzing the operation mark set, carrying out operations corresponding to the analyzed operation mark set to read the binary byte stream from a local or remote storage medium, carrying out preset deserialized operation on the read binary byte stream to obtain source data structures or objects, and carrying out type transformation operation on the source data structures or objects to obtain target data structures or objects. The method and device for processing input data and output data is suitable for an application scenario of isomerous data.
Description
technical field [0001] The present invention relates to the field of computer technology, in particular to a processing method and device for input data and output data. Background technique [0002] With the emergence of massive data, when processing data (for example, data mining), it is often necessary to face data from various sources or in different formats. As a result, data processing tools (for example, machine learning platform software) may not support or do not match third-party data, requiring a lot of time and effort for corresponding data processing. Moreover, since the data forms applicable to different data processing tools are generally not universal, this requires users to have certain data processing capabilities, which will also increase the workload of using the tools. The above-mentioned problems often lead to a large limitation in the use efficiency and application range of data processing. Contents of the invention [0003] In view of this, embodi...
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IPC IPC(8): G06F16/182G06F16/25G06F16/955
CPCG06F16/183G06F16/258G06F16/9566
Inventor 杨强戴文渊陈雨强裴兆友石光川
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD