Method and system for analyzing data based on block
A computer-implemented data analysis method including the steps of: providing a block for each group, in which the blocks are mapped to have different shapes from each other, and the groups are classified based on an attribute of a programming language-based function and instruction; providing a user interface for receiving the block selected by a user; generating a data analysis flow based on a user creation block that is generated when the selected blocks are combined in the user interface; transforming the data analysis flow to a programming language-based data analysis code through a language transform engine; and performing a data analysis based on the transformed data analysis code.
1. A computer-implemented data analysis method comprising:
providing a block for each group, wherein the blocks are mapped to have different shapes from each other, and the groups are classified based on an attribute of a programming language-based function and instruction;
providing a user interface for receiving the block selected by a user;
generating a data analysis flow based on a user creation block that is generated when the selected blocks are combined in the user interface;
transforming the data analysis flow to a programming language-based data analysis code through a language transform engine; and
performing a data analysis based on the transformed data analysis code, wherein the data analysis code is transformed according to a language selected by the user among multi-paradigm programming languages.
2. The method of claim 1 , wherein the block is mapped to one of “source”, “transform”, “filtering”, “gathering”, and “sink” groups.
3. The method of claim 1 , wherein providing the block comprises providing attribute information of the block by displaying the attribute information on the corresponding block.
4. The method of claim 1 , wherein providing the user interface comprises:
providing an information input box on the block, through which an item is selected by the user among a plurality of items predetermined based on attributes of a function and instruction of the corresponding to the block; and
storing an indicator associated with the selected item.
5. The method of claim 1 , wherein the user creation block comprises a combination of blocks dragged and dropped to a second area corresponding to the user interface from the blocks displayed on a first area of a screen.
6. The method of claim 1 , wherein the data analysis flow is stored in association with a corresponding data file to be shared with another user that loads the data file.
7. A computer-implemented data analysis system comprising:
a microprocessor;
a memory storing microprocessor executable instructions, that when executed by the microprocessor causes the system to: provide a block for each group, wherein the blocks are mapped to have different shapes from each other, and the groups are classified based on an attribute of a programming language-based function and instruction, and to provide a user interface for receiving the block selected by a user;
generate a data analysis flow based on a user creation block that is generated when the selected blocks are combined in the user interface;
transform the data analysis flow to a programming language-based data analysis code through a language transform engine; and
perform a data analysis based on the transformed data analysis code, wherein the data analysis code is transformed according to a language selected by the user among multi-paradigm programming languages.
8. The data analysis system of claim 7 , wherein the block is mapped to one of “source”, “transform”, “filtering”, “gathering”, and “sink” groups.
9. The data analysis system of claim 7 , wherein the block provider is configured to provide attribute information of the block by displaying the attribute information on the corresponding block.
10. The data analysis system of claim 7 , wherein the block provider is configured to provide an information input box on the block, through which an item is selected by the user among a plurality of items predetermined based on attributes of a function and instruction of the corresponding to the block, and to store an indicator associated with the selected item.
11. The data analysis system of claim 7 , wherein the user creation block comprises a combination of blocks dragged and dropped to a second area corresponding to the user interface from the blocks displayed on a first area of a screen.
12. The data analysis system of claim 7 , wherein the data analysis flow is configured to be stored in association with a corresponding data file to be shared with another user that loads the data file.
13. A non-transitory computer-readable recording medium storing instructions that, when executed by a processor, cause the processor to perform a data analysis method in conjunction with an electronic device configured as a computer, the method comprising:
providing a block for each group, wherein the blocks are mapped to have different shapes from each other, and the groups are classified based on an attribute of a programming language-based function and instruction;
providing a user interface for receiving the block selected by a user;
generating a data analysis flow based on a user creation block that is generated when the selected blocks are combined in the user interface;
transforming the data analysis flow to a programming language-based data analysis code through a language transform engine; and
performing a data analysis based on the transformed data analysis code, wherein the data analysis code is transformed according to a language selected by the user among multi-paradigm programming languages.
14. The non-transitory computer-readable recording medium of claim 13 , wherein the block is mapped to one of “source”, “transform”, “filtering”, “gathering”, and “sink” groups.