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jsonpath-rust-py
The jsonpath description
Functions
Size
A function length() transforms the output of the filtered expression into a size of this element
It works with arrays, therefore it returns a length of a given array, otherwise null.
$.some_field.length()
To use it for objects, the operator [*] can be used.
$.object.[*].length()
Operators
| Operator | Description | Where to use |
|---|---|---|
$ |
Pointer to the root of the json. | It is gently advising to start every jsonpath from the root. Also, inside the filters to point out that the path is starting from the root. |
@ |
Pointer to the current element inside the filter operations. | It is used inside the filter operations to iterate the collection. |
* or [*] |
Wildcard. It brings to the list all objects and elements regardless their names. | It is analogue a flatmap operation. |
<..> |
Descent operation. It brings to the list all objects, children of that objects and etc | It is analogue a flatmap operation. |
.<name> or .['<name>'] |
the key pointing to the field of the object | It is used to obtain the specific field. |
['<name>' (, '<name>')] |
the list of keys | the same usage as for a single key but for list |
[<number>] |
the filter getting the element by its index. | |
[<number> (, <number>)] |
the list if elements of array according to their indexes representing these numbers. | |
[<start>:<end>:<step>] |
slice operator to get a list of element operating with their indexes. By default step = 1, start = 0, end = array len. The elements can be omitted [:] |
|
[?(<expression>)] |
the logical expression to filter elements in the list. | It is used with arrays preliminary. |
Filter expressions
The expressions appear in the filter operator like that [?(@.len > 0)]. The expression in general consists of the
following elements:
- Left and right operands, that is ,in turn, can be a static value,representing as a primitive type like a number,
string value
'value', array of them or another json path instance. - Expression sign, denoting what action can be performed
| Expression sign | Description | Where to use |
|---|---|---|
! |
Logical Not | To invert filters |
== |
Equal | To compare numbers or string literals |
!= |
Unequal | To compare numbers or string literals in opposite way to equals |
< |
Less | To compare numbers |
> |
Greater | To compare numbers |
<= |
Less or equal | To compare numbers |
>= |
Greater or equal | To compare numbers |
~= |
Regular expression | To find the incoming right side in the left side. |
in |
Find left element in the list of right elements. | |
nin |
The same one as saying above but carrying the opposite sense. | |
size |
The size of array on the left size should be corresponded to the number on the right side. | |
noneOf |
The left size has no intersection with right | |
anyOf |
The left size has at least one intersection with right | |
subsetOf |
The left is a subset of the right side | |
| Exists operator. | The operator checks the existence of the field depicted on the left side like that [?(@.key.isActive)] |
Filter expressions can be chained using || and && (logical or and logical and correspondingly) in the following way:
{
"key": [
{
"city": "London",
"capital": true,
"size": "big"
},
{
"city": "Berlin",
"capital": true,
"size": "big"
},
{
"city": "Tokyo",
"capital": true,
"size": "big"
},
{
"city": "Moscow",
"capital": true,
"size": "big"
},
{
"city": "Athlon",
"capital": false,
"size": "small"
},
{
"city": "Dortmund",
"capital": false,
"size": "big"
},
{
"city": "Dublin",
"capital": true,
"size": "small"
}
]
}
The path $.key[?(@.capital == false || @size == 'small')].city will give the following result:
[
"Athlon",
"Dublin",
"Dortmund"
]
And the path $.key[?(@.capital == false && @size != 'small')].city ,in its turn, will give the following result:
[
"Dortmund"
]
By default, the operators have the different priority so && has a higher priority so to change it the brackets can be
used.
$.[?((@.f == 0 || @.f == 1) && ($.x == 15))].city
Examples
Given the json
{
"store": {
"book": [
{
"category": "reference",
"author": "Nigel Rees",
"title": "Sayings of the Century",
"price": 8.95
},
{
"category": "fiction",
"author": "Evelyn Waugh",
"title": "Sword of Honour",
"price": 12.99
},
{
"category": "fiction",
"author": "Herman Melville",
"title": "Moby Dick",
"isbn": "0-553-21311-3",
"price": 8.99
},
{
"category": "fiction",
"author": "J. R. R. Tolkien",
"title": "The Lord of the Rings",
"isbn": "0-395-19395-8",
"price": 22.99
}
],
"bicycle": {
"color": "red",
"price": 19.95
}
},
"expensive": 10
}
| JsonPath | Result |
|---|---|
$.store.book[*].author |
The authors of all books |
$..book[?(@.isbn)] |
All books with an ISBN number |
$.store.* |
All things, both books and bicycles |
$..author |
All authors |
$.store..price |
The price of everything |
$..book[2] |
The third book |
$..book[-2] |
The second to last book |
$..book[0,1] |
The first two books |
$..book[:2] |
All books from index 0 (inclusive) until index 2 (exclusive) |
$..book[1:2] |
All books from index 1 (inclusive) until index 2 (exclusive) |
$..book[-2:] |
Last two books |
$..book[2:] |
Book number two from tail |
$.store.book[?(@.price < 10)] |
All books in store cheaper than 10 |
$..book[?(@.price <= $.expensive)] |
All books in store that are not "expensive" |
$..book[?(@.author ~= /.*REES/i)] |
All books matching regex (ignore case) |
$..* |
Give me every thing |
The library
The library intends to provide the basic functionality for ability to find the slices of data using the syntax, by calling the functions written in rust.
from jsonpath_rust_py import find_slice, path
json = {"field": [{"f": 1}, {"f": 0}, {"f": 3}]}
select = "$.field[?(!(@.f == 0))]"
res = find_slice(json, select)
print(res)
select = "$..field[?(@.f == 1)].f"
res = path(json, select)
print(res)
For now we only support find_slice and path
Enhanced Functionality
This library incorporates features from the Rust library jsonpath-rust, which in turn, is an enhanced fork of the original jsonpath-rust developed by Besok.
Key improvements in the forked version include:
- Implementation of logical 'Not' (!) operator for filters
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