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											2022-07-24 20:13:15 +00:00
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							|  |  |  | title: NoSQL Data Stores | 
					
						
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							|  |  |  | So-called "Schema-less" databases allow for arbitrary keys and values within the | 
					
						
							|  |  |  | entries in the database.  K/V stores and Objects add additional restrictions. | 
					
						
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							|  |  |  | :::note | 
					
						
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							|  |  |  | These data stores are capable of storing structured data.  Those use cases are | 
					
						
							|  |  |  | covered in the [Database demo](./database). | 
					
						
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							|  |  |  | ::: | 
					
						
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											2022-07-30 22:17:34 +00:00
										 |  |  | ## Arbitrary Data to Spreadsheets
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											2022-07-24 20:13:15 +00:00
										 |  |  | There is no natural way to translate arbitrarily shaped schemas to worksheets | 
					
						
							|  |  |  | in a workbook.  One common trick is to dedicate one worksheet to holding named | 
					
						
							|  |  |  | keys.  For example, considering the JS object: | 
					
						
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							|  |  |  | ```json | 
					
						
							|  |  |  | { | 
					
						
							|  |  |  |   "title": "SheetDB", | 
					
						
							|  |  |  |   "metadata": { | 
					
						
							|  |  |  |     "author": "SheetJS", | 
					
						
							|  |  |  |     "code": 7262 | 
					
						
							|  |  |  |   }, | 
					
						
							|  |  |  |   "data": [ | 
					
						
							|  |  |  |     { "Name": "Barack Obama", "Index": 44 }, | 
					
						
							|  |  |  |     { "Name": "Donald Trump", "Index": 45 }, | 
					
						
							|  |  |  |   ] | 
					
						
							|  |  |  | } | 
					
						
							|  |  |  | ``` | 
					
						
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							|  |  |  | A dedicated worksheet should store the one-off named values: | 
					
						
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							|  |  |  | ``` | 
					
						
							|  |  |  | XXX|        A        |    B    | | 
					
						
							|  |  |  | ---+-----------------+---------+ | 
					
						
							|  |  |  |  1 | Path            | Value   | | 
					
						
							|  |  |  |  2 | title           | SheetDB | | 
					
						
							|  |  |  |  3 | metadata.author | SheetJS | | 
					
						
							|  |  |  |  4 | metadata.code   |    7262 | | 
					
						
							|  |  |  | ``` | 
					
						
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											2022-07-30 22:17:34 +00:00
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							|  |  |  | ## Data Stores
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							|  |  |  | ### Redis
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							|  |  |  | Redis has 5 core data types: "String", List", "Set", "Sorted Set", and "Hash". | 
					
						
							|  |  |  | Since the keys and values are limited to simple strings (and numbers), it is | 
					
						
							|  |  |  | possible to store complete databases in a single worksheet. | 
					
						
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							|  |  |  | <details open><summary><b>Sample Mapping</b> (click to hide)</summary> | 
					
						
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							|  |  |  | The first row holds the data type and the second row holds the property name. | 
					
						
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							|  |  |  | Strings can be stored in a unified String table. The first column holds keys | 
					
						
							|  |  |  | and the second column holds values: | 
					
						
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							|  |  |  | ``` | 
					
						
							|  |  |  | XXX|    A    |   B   | | 
					
						
							|  |  |  | ---+---------+-------+ | 
					
						
							|  |  |  |  1 | Strings |       | | 
					
						
							|  |  |  |  2 |         |       | | 
					
						
							|  |  |  |  3 | Hello   | World | | 
					
						
							|  |  |  |  4 | Sheet   | JS    | | 
					
						
							|  |  |  | ``` | 
					
						
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							|  |  |  | Lists and Sets are unidimensional and can be stored in their own columns.  The | 
					
						
							|  |  |  | second row holds the list name: | 
					
						
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							|  |  |  | ``` | 
					
						
							|  |  |  | XXX|    C    |   D   | | 
					
						
							|  |  |  | ---+---------+-------+ | 
					
						
							|  |  |  |  1 | List    | Set   | | 
					
						
							|  |  |  |  2 | List1   | Set1  | | 
					
						
							|  |  |  |  3 | List1V1 | Set1A | | 
					
						
							|  |  |  |  4 | List1V2 | Set1B | | 
					
						
							|  |  |  | ``` | 
					
						
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							|  |  |  | Sorted Sets have an associated score which can be stored in the second column: | 
					
						
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							|  |  |  | ``` | 
					
						
							|  |  |  | XXX|    E    | F | | 
					
						
							|  |  |  | ---+---------+---+ | 
					
						
							|  |  |  |  1 | Sorted  |   | | 
					
						
							|  |  |  |  2 | ZSet1   |   | | 
					
						
							|  |  |  |  3 | Key1    | 1 | | 
					
						
							|  |  |  |  4 | Key2    | 2 | | 
					
						
							|  |  |  | ``` | 
					
						
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							|  |  |  | Hashes are stored like the string table, with key and value columns in order: | 
					
						
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							|  |  |  | ``` | 
					
						
							|  |  |  | XXX|   G   |   H   | | 
					
						
							|  |  |  | ---+-------+-------+ | 
					
						
							|  |  |  |  1 | Hash  |       | | 
					
						
							|  |  |  |  2 | Hash1 |       | | 
					
						
							|  |  |  |  3 | Key1  | Val1  | | 
					
						
							|  |  |  |  4 | Key2  | Val2  | | 
					
						
							|  |  |  | ``` | 
					
						
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							|  |  |  | </details> |