overview
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overview [2017/09/14 06:21] – [Data Import] dmitry | overview [2019/10/30 18:40] – [Data Import] dmitry | ||
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==== Data Import ==== | ==== Data Import ==== | ||
- | In order to start transforming data in EasyMorph, all data subject to manipulations has to be imported into EasyMorph as tables. As of version | + | In order to start transforming data in EasyMorph, all data subject to manipulations has to be imported into EasyMorph as tables. As of version |
- | * Relational databases | + | * Native database drivers |
- | * ODBC data sources | + | * ODBC drivers (Oracle, MS SQL Server, MySQL, PostgreSQL, SQLite, Amazon Redshift, Vertica, SAP HANA, Apache Hive, Generic ODBC) |
+ | * REST APIs (JSON/XML) | ||
* Text files with delimiters (e.g. CSV) | * Text files with delimiters (e.g. CSV) | ||
- | * Excel files (.xlsx, .xls) | + | |
- | * QlikView' | + | |
+ | * Google Sheets | ||
+ | * SharePoint lists | ||
+ | * Qlik data files (.qvd) | ||
* SAS files (.sas7bdat) | * SAS files (.sas7bdat) | ||
+ | * SPSS/PSPP files (.sav) | ||
+ | * EasyMorph datasets (.dset) | ||
Once tables are loaded into EasyMorph they can further be modified using transformations that are applied one after another. | Once tables are loaded into EasyMorph they can further be modified using transformations that are applied one after another. | ||
- | Technically speaking, import | + | Import |
- | ==== Transformations ==== | + | Databases can be queries using the Query Editor. |
- | All manipulations with tables are done with the help of various transformations. E.g. renaming a column is a transformation. Filtering, joining, aggregations -- all are transformations. Every transformation is an action that somehow changes a table. | + | |
- | Transformations are executed consequently, | + | Files can be loaded |
+ | ==== Actions ==== | ||
+ | All manipulations with tables are done with the help of various actions. E.g. renaming a column | ||
- | Final state (or result) of a table is the result of all transformations of this table applied consequently, | + | * Create -- actions that create |
+ | * Import -- actions that import data into EasyMorph | ||
+ | * Transform -- actions that transform previously loaded data | ||
+ | * Export -- actions that export data into files and databases | ||
+ | * Workflow -- actions that help organize project workflow and perform various automation | ||
- | Some transformations (e.g. [[transformations: | + | Actions are executed consequently, |
- | Here is full list of all [[transformations: | + | The final state (or result) of a table is the result of all actions of this table applied consequently, |
+ | |||
+ | Some actions (e.g. [[transformations: | ||
+ | |||
+ | Here is full list of all [[transformations: | ||
==== Expressions ==== | ==== Expressions ==== | ||
- | Some transformations | + | Some actions |
==== Derived tables ==== | ==== Derived tables ==== | ||
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**See also:** | **See also:** | ||
- | * [[http:// | + | * [[https:// |
- | * [[http:// | + | * [[https:// |
overview.txt · Last modified: 2022/07/22 04:36 by dmitry