133 lines
5.7 KiB
Markdown
133 lines
5.7 KiB
Markdown
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# Tape structure in simdjson
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We parse a JSON document to a tape. A tape is an array of 64-bit values. Each node encountered in the JSON document is written to the tape using one or more 64-bit tape elements; the layout of the tape is in "document order": elements are stored as they are encountered in the JSON document.
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Throughout, little endian encoding is assumed. The tape is indexed starting at 0 (the first element is at index 0).
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## Example
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It is sometimes useful to start with an example. Consider the following JSON document:
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```json
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{
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"Image": {
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"Width": 800,
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"Height": 600,
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"Title": "View from 15th Floor",
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"Thumbnail": {
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"Url": "http://www.example.com/image/481989943",
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"Height": 125,
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"Width": 100
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},
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"Animated": false,
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"IDs": [116, 943, 234, 38793]
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}
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}
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```
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The following is a dump of the content of the tape, with the first number of each line representing the index of a tape element.
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```bash
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$ ./json2json -d jsonexamples/small/demo.json
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0 : r // pointing to 38 (right after last node)
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1 : { // pointing to next tape location 38 (first node after the scope)
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2 : string "Image"
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3 : { // pointing to next tape location 37 (first node after the scope)
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4 : string "Width"
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5 : integer 800
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7 : string "Height"
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8 : integer 600
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10 : string "Title"
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11 : string "View from 15th Floor"
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12 : string "Thumbnail"
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13 : { // pointing to next tape location 23 (first node after the scope)
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14 : string "Url"
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15 : string "http://www.example.com/image/481989943"
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16 : string "Height"
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17 : integer 125
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19 : string "Width"
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20 : integer 100
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22 : } // pointing to previous tape location 13 (start of the scope)
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23 : string "Animated"
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24 : false
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25 : string "IDs"
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26 : [ // pointing to next tape location 36 (first node after the scope)
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27 : integer 116
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29 : integer 943
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31 : integer 234
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33 : integer 38793
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35 : ] // pointing to previous tape location 26 (start of the scope)
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36 : } // pointing to previous tape location 3 (start of the scope)
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37 : } // pointing to previous tape location 1 (start of the scope)
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38 : r // pointing to 0 (start root)
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```
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## General formal of the tape elements
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Most tape elements are written as `('c' << 56) + x` where `'c'` is some ASCII character determining the type of the element (out of 't', 'f', 'n', 'l', 'd', '"', '{', '}', '[', ']' ,'r') and where `x` is a 56-bit value called the payload. The payload is normally interpreted as an unsigned 56-bit integer. Note that 56-bit integers can be quite large.
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Performance consideration: We believe that accessing the tape in regular units of 64 bits is more important for performance than saving memory.
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## Simple JSON values
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Simple JSON nodes are represented with one tape element:
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- null is represented as the 64-bit value `('n' << 56)` where `'n'` is the 8-bit code point values (in ASCII) corresponding to the letter `'n'`.
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- true is represented as the 64-bit value `('t' << 56)`.
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- false is represented as the 64-bit value `('f' << 56)`.
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## Integer and Double values
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Integer values are represented as two 64-bit tape elements:
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- The 64-bit value `('l' << 56)` followed by the 64-bit integer value litterally. Integer values are assumed to be signed 64-bit values, using two's complement notation.
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Float values are represented as two 64-bit tape elements:
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- The 64-bit value `('d' << 56)` followed by the 64-bit double value litterally in standard IEEE 754 notation.
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Performance consideration: We store numbers of the main tape because we believe that locality of reference is helpful for performance.
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## Root node
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Each JSON document will have two special 64-bit tape elements representing a root node, one at the beginning and one at the end.
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- The first 64-bit tape element contains the value `('r'<<56) + x` where `x` is the location on the tape of the last root element.
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- The last 64-bit tape element contains the value ('r'<< 56).
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All of the parsed document is located between these two 64-bit tape elements.
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Hint: we can read the first tape element to determine the length of the tape.
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## Strings
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We store string values using UTF-8 encoding with null termination on a separate tape. A string value is represented on the main tape as the 64-bit tape element `('"'<< 56) + x` where the payload `x` is the location on the string tape of the null-terminated string.
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## Arrays
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JSON arrays are represented using two 64-bit tape elements.
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- The first 64-bit tape element contains the value ('[' << 56) + x where the payload x is 1 + the index of the second 64-bit tape element on the tape.
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- The second 64-bit tape element contains the value (']' << 56) + x where the payload x contains the index of the first 64-bit tape element on the tape.
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All the content of the array is located between these two tape elements,including arrays and objects.
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Performance consideration: We can skip the content of an array entirely by accessing the first 64-bit tape element, reading the payload and moving to the corresponding index on the tape.
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## Objects
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JSON objects are represented using two 64-bit tape elements.
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- The first 64-bit tape element contains the value `('{' << 56) + x` where the payload `x` is 1 + the index of the second 64-bit tape element on the tape.
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- The second 64-bit tape element contains the value `('}' << 56) + x` where the payload `x` contains the index of the first 64-bit tape element on the tape.
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In-between these two tape elements, we alternate between key (which must strings) and values. A value could be an object or an array.
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All the content of the object is located between these two tape elements, including arrays and objects.
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Performance consideration: We can skip the content of an object entirely by accessing the first 64-bit tape element, reading the payload and moving to the corresponding index on the tape.
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