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JSONExamples.dfy
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JSONExamples.dfy
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/**
This library offers two APIs: a high-level one (giving abstract value trees
with no concrete syntactic details) and a low-level one (including all
information about blanks, separator positions, character escapes, etc.).
*/
/** High-level API (JSON values) */
module {:options "-functionSyntax:4"} AbstractSyntax {
import Std.JSON.API
import opened Std.JSON.Values
import opened Std.Wrappers
import opened Std.Unicode.UnicodeStringsWithUnicodeChar
/**
The high-level API works with fairly simple datatype values that contain
native Dafny strings.
*/
method {:test} {:resource_limit 100000000} Test() {
/**
Use `API.Deserialize` to deserialize a byte string.
For example, here is how to decode the JSON test `"[true]"`. (We need to
convert from Dafny's native strings to byte strings because Dafny does not
have syntax for byte strings; in a real application, we would be reading and
writing raw bytes directly from disk or from the network instead).
*/
var SIMPLE_JS :- expect ToUTF8Checked("[true]");
var SIMPLE_VALUE := Array([Bool(true)]);
expect API.Deserialize(SIMPLE_JS) == Success(SIMPLE_VALUE);
/**
Here is a larger object, written using a verbatim string (with `@"`).
In verbatim strings `""` represents a single double-quote character):
*/
var CITIES_JS :- expect ToUTF8Checked(@"{
""Cities"": [
{
""Name"": ""Boston"",
""Founded"": 1630,
""Population"": 689386,
""Area (km2)"": 4584.2
}, {
""Name"": ""Rome"",
""Founded"": -753,
""Population"": 2.873e6,
""Area (km2)"": 1285
}, {
""Name"": ""Paris"",
""Founded"": null,
""Population"": 2.161e6,
""Area (km2)"": 2383.5
}
]
}");
var CITIES_VALUE :=
Object([
("Cities", Array([
Object([
("Name", String("Boston")),
("Founded", Number(Int(1630))),
("Population", Number(Int(689386))),
("Area (km2)", Number(Decimal(45842, -1)))
]),
Object([
("Name", String("Rome")),
("Founded", Number(Int(-753))),
("Population", Number(Decimal(2873, 3))),
("Area (km2)", Number(Int(1285)))
]),
Object([
("Name", String("Paris")),
("Founded", Null),
("Population", Number(Decimal(2161, 3))),
("Area (km2)", Number(Decimal(23835, -1)))
])
]))
]);
expect API.Deserialize(CITIES_JS) == Success(CITIES_VALUE);
/**
Serialization works similarly, with `API.Serialize`. For this first example
the generated string matches what we started with exactly:
*/
expect API.Serialize(SIMPLE_VALUE) == Success(SIMPLE_JS);
/**
For more complex object, the generated layout may not be exactly the same;
note in particular how the representation of numbers and the whitespace have changed.
*/
var EXPECTED :- expect ToUTF8Checked(
@"{""Cities"":[{""Name"":""Boston"",""Founded"":1630,""Population"":689386,""Area (km2)"":45842e-1},{""Name"":""Rome"",""Founded"":-753,""Population"":2873e3,""Area (km2)"":1285},{""Name"":""Paris"",""Founded"":null,""Population"":2161e3,""Area (km2)"":23835e-1}]}"
);
expect API.Serialize(CITIES_VALUE) == Success(EXPECTED);
/**
Additional methods are defined in `API.dfy` to serialize an object into an
existing buffer or into an array. Below is the smaller example as a sanity check:
*/
var CITY_JS :- expect ToUTF8Checked(@"{""Cities"": [{
""Name"": ""Boston"",
""Founded"": 1630,
""Population"": 689386,
""Area (km2)"": 4584.2}]}");
var CITY_VALUE :=
Object([("Cities", Array([
Object([
("Name", String("Boston")),
("Founded", Number(Int(1630))),
("Population", Number(Int(689386))),
("Area (km2)", Number(Decimal(45842, -1)))])]))]);
expect API.Deserialize(CITY_JS) == Success(CITY_VALUE);
var EXPECTED' :- expect ToUTF8Checked(
@"{""Cities"":[{""Name"":""Boston"",""Founded"":1630,""Population"":689386,""Area (km2)"":45842e-1}]}"
);
expect API.Serialize(CITY_VALUE) == Success(EXPECTED');
}
}
/** Low-level API (concrete syntax) */
/**
If you care about low-level performance, or about preserving existing
formatting as much as possible, you may prefer to use the lower-level API:
*/
module {:options "-functionSyntax:4"} ConcreteSyntax {
import Std.JSON.ZeroCopy.API
import opened Std.Unicode.UnicodeStringsWithUnicodeChar
import opened Std.JSON.Grammar
import opened Std.Wrappers
import Std.Collections.Seq
/**
The low-level API works with ASTs that record all details of formatting and
encoding: each node contains pointers to parts of a string, such that
concatenating the fields of all nodes reconstructs the serialized value.
*/
method {:test} {:resource_limit 100000000} Test() {
/**
The low-level API exposes the same functions and methods as the high-level
one, but the type that they consume and produce is `Grammar.JSON` (defined
in `Grammar.dfy` as a `Grammar.Value` surrounded by optional whitespace)
instead of `Values.JSON` (defined in `Values.dfy`). Since `Grammar.JSON` contains
all formatting information, re-serializing an object produces the original value:
*/
var CITIES :- expect ToUTF8Checked(@"{
""Cities"": [
{
""Name"": ""Boston"",
""Founded"": 1630,
""Population"": 689386,
""Area (km2)"": 4600
}, {
""Name"": ""Rome"",
""Founded"": -753,
""Population"": 2.873e6,
""Area (km2)"": 1285
}, {
""Name"": ""Paris"",
""Founded"": null,
""Population"": 2.161e6,
""Area (km2)"": 2383.5
}
]
}");
var deserialized :- expect API.Deserialize(CITIES);
expect API.Serialize(deserialized) == Success(CITIES);
/**
Since the formatting is preserved, it is also possible to write
minimally-invasive transformations over an AST. For example, let's replace
`null` in the object above with `"Unknown"`. First, we construct a JSON
value for the string `"Unknown"`; this could be done by hand using
`View.OfBytes()`, but using `API.Deserialize` is even simpler:
*/
var UNKNOWN_JS :- expect ToUTF8Checked(@"""Unknown""");
var UNKNOWN :- expect API.Deserialize(UNKNOWN_JS);
/**
`UNKNOWN` is of type `Grammar.JSON`, which contains optional whitespace and
a `Grammar.Value` under the name `UNKNOWN.t`, which we can use in the
replacement:
*/
var without_null := deserialized.(t := ReplaceNull(deserialized.t, UNKNOWN.t));
/**
Then, if we reserialize, we see that all formatting (and, in fact, all of
the serialization work) has been reused:
*/
var expected_js :- expect ToUTF8Checked(@"{
""Cities"": [
{
""Name"": ""Boston"",
""Founded"": 1630,
""Population"": 689386,
""Area (km2)"": 4600
}, {
""Name"": ""Rome"",
""Founded"": -753,
""Population"": 2.873e6,
""Area (km2)"": 1285
}, {
""Name"": ""Paris"",
""Founded"": ""Unknown"",
""Population"": 2.161e6,
""Area (km2)"": 2383.5
}
]
}");
var actual_js :- expect API.Serialize(without_null);
expect actual_js == expected_js;
}
/** All that remains is to write the recursive traversal: */
function ReplaceNull(js: Value, replacement: Value): Value {
match js
/** Non-recursive cases are untouched: */
case Bool(_) => js
case String(_) => js
case Number(_) => js
/** `Null` is replaced with the new `replacement` value: */
case Null(_) => replacement
/**
… and objects and arrays are traversed recursively (only the data part of is
traversed: other fields record information about the formatting of braces,
square brackets, and whitespace, and can thus be reused without
modifications):
*/
case Object(obj) =>
Object(obj.(data := MapSuffixedSequence(obj.data, (s: Suffixed<jKeyValue, jcomma>) requires s in obj.data =>
s.t.(v := ReplaceNull(s.t.v, replacement)))))
case Array(arr) =>
Array(arr.(data := MapSuffixedSequence(arr.data, (s: Suffixed<Value, jcomma>) requires s in arr.data =>
ReplaceNull(s.t, replacement))))
}
/**
Note that well-formedness criteria on the low-level AST are enforced using
subset types, which is why we need a bit more work to iterate over the
sequences of key-value paris and of values in objects and arrays.
Specifically, we need to prove that mapping over these sequences doesn't
introduce dangling punctuation (`NoTrailingSuffix`). We package this
reasoning into a `MapSuffixedSequence` function:
*/
function MapSuffixedSequence<D, S>(sq: SuffixedSequence<D, S>, fn: Suffixed<D, S> --> D)
: SuffixedSequence<D, S>
requires forall suffixed | suffixed in sq :: fn.requires(suffixed)
{
// BUG(https://github.com/dafny-lang/dafny/issues/2184)
// BUG(https://github.com/dafny-lang/dafny/issues/2690)
var fn' := (sf: Suffixed<D, S>) requires (ghost var in_sq := sf => sf in sq; in_sq(sf)) => sf.(t := fn(sf));
var sq' := Seq.Map(fn', sq);
assert NoTrailingSuffix(sq') by {
forall idx | 0 <= idx < |sq'| ensures sq'[idx].suffix.Empty? <==> idx == |sq'| - 1 {
calc {
sq'[idx].suffix.Empty?;
fn'(sq[idx]).suffix.Empty?;
sq[idx].suffix.Empty?;
idx == |sq| - 1;
idx == |sq'| - 1;
}
}
}
sq'
}
}