meilisearch/filter-parser/src/lib.rs

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//! BNF grammar:
//!
//! ```text
//! filter = expression EOF
//! expression = or
//! or = and ("OR" WS+ and)*
//! and = not ("AND" WS+ not)*
//! not = ("NOT" WS+ not) | primary
//! primary = (WS* "(" WS* expression WS* ")" WS*) | geoRadius | condition | exists | not_exists | to
//! condition = value ("=" | "!=" | ">" | ">=" | "<" | "<=") value
//! exists = value "EXISTS"
//! not_exists = value "NOT" WS+ "EXISTS"
//! to = value value "TO" WS+ value
//! value = WS* ( word | singleQuoted | doubleQuoted) WS+
//! singleQuoted = "'" .* all but quotes "'"
//! doubleQuoted = "\"" .* all but double quotes "\""
//! word = (alphanumeric | _ | - | .)+
//! geoRadius = "_geoRadius(" WS* float WS* "," WS* float WS* "," float WS* ")"
//! ```
//!
//! Other BNF grammar used to handle some specific errors:
//! ```text
//! geoPoint = WS* "_geoPoint(" (float ",")* ")"
//! ```
//!
//! Specific errors:
//! ================
//! - If a user try to use a geoPoint, as a primary OR as a value we must throw an error.
//! ```text
//! field = _geoPoint(12, 13, 14)
//! field < 12 AND _geoPoint(1, 2)
//! ```
//!
//! - If a user try to use a geoRadius as a value we must throw an error.
//! ```text
//! field = _geoRadius(12, 13, 14)
//! ```
//!
mod condition;
mod error;
mod value;
use std::fmt::Debug;
use std::str::FromStr;
pub use condition::{parse_condition, parse_to, Condition};
use condition::{parse_exists, parse_not_exists};
use error::{cut_with_err, NomErrorExt};
pub use error::{Error, ErrorKind};
use nom::branch::alt;
use nom::bytes::complete::tag;
use nom::character::complete::{char, multispace0, multispace1};
use nom::combinator::{cut, eof, map};
use nom::multi::{many0, separated_list1};
use nom::number::complete::recognize_float;
use nom::sequence::{delimited, preceded, terminated, tuple};
use nom::Finish;
use nom_locate::LocatedSpan;
pub(crate) use value::parse_value;
pub type Span<'a> = LocatedSpan<&'a str, &'a str>;
type IResult<'a, Ret> = nom::IResult<Span<'a>, Ret, Error<'a>>;
#[derive(Debug, Clone, Eq)]
pub struct Token<'a> {
/// The token in the original input, it should be used when possible.
span: Span<'a>,
/// If you need to modify the original input you can use the `value` field
/// to store your modified input.
value: Option<String>,
}
impl<'a> PartialEq for Token<'a> {
fn eq(&self, other: &Self) -> bool {
self.span.fragment() == other.span.fragment()
}
}
impl<'a> Token<'a> {
pub fn new(span: Span<'a>, value: Option<String>) -> Self {
Self { span, value }
}
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pub fn lexeme(&self) -> &str {
&self.span
}
pub fn value(&self) -> &str {
self.value.as_ref().map_or(&self.span, |value| value)
}
pub fn as_external_error(&self, error: impl std::error::Error) -> Error<'a> {
Error::new_from_external(self.span, error)
}
pub fn parse<T>(&self) -> Result<T, Error>
where
T: FromStr,
T::Err: std::error::Error,
{
self.span.parse().map_err(|e| self.as_external_error(e))
}
}
impl<'a> From<Span<'a>> for Token<'a> {
fn from(span: Span<'a>) -> Self {
Self { span, value: None }
}
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum FilterCondition<'a> {
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Not(Box<Self>),
Condition { fid: Token<'a>, op: Condition<'a> },
Or(Vec<Self>),
And(Vec<Self>),
GeoLowerThan { point: [Token<'a>; 2], radius: Token<'a> },
GeoGreaterThan { point: [Token<'a>; 2], radius: Token<'a> },
}
impl<'a> FilterCondition<'a> {
/// Returns the first token found at the specified depth, `None` if no token at this depth.
pub fn token_at_depth(&self, depth: usize) -> Option<&Token> {
match self {
FilterCondition::Condition { fid, .. } if depth == 0 => Some(fid),
FilterCondition::Or(subfilters) => {
let depth = depth.saturating_sub(1);
for f in subfilters.iter() {
if let Some(t) = f.token_at_depth(depth) {
return Some(t);
}
}
None
}
FilterCondition::And(subfilters) => {
let depth = depth.saturating_sub(1);
for f in subfilters.iter() {
if let Some(t) = f.token_at_depth(depth) {
return Some(t);
}
}
None
}
FilterCondition::GeoLowerThan { point: [point, _], .. } if depth == 0 => Some(point),
FilterCondition::GeoGreaterThan { point: [point, _], .. } if depth == 0 => Some(point),
_ => None,
}
}
pub fn parse(input: &'a str) -> Result<Option<Self>, Error> {
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if input.trim().is_empty() {
return Ok(None);
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}
let span = Span::new_extra(input, input);
parse_filter(span).finish().map(|(_rem, output)| Some(output))
}
}
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/// remove OPTIONAL whitespaces before AND after the provided parser.
fn ws<'a, O>(inner: impl FnMut(Span<'a>) -> IResult<O>) -> impl FnMut(Span<'a>) -> IResult<O> {
delimited(multispace0, inner, multispace0)
}
/// or = and ("OR" WS+ and)*
fn parse_or(input: Span) -> IResult<FilterCondition> {
let (input, first_filter) = parse_and(input)?;
// if we found a `OR` then we MUST find something next
let (input, mut ors) =
many0(preceded(ws(tuple((tag("OR"), multispace1))), cut(parse_and)))(input)?;
let filter = if ors.is_empty() {
first_filter
} else {
ors.insert(0, first_filter);
FilterCondition::Or(ors)
};
Ok((input, filter))
}
/// and = not ("AND" not)*
fn parse_and(input: Span) -> IResult<FilterCondition> {
let (input, first_filter) = parse_not(input)?;
// if we found a `AND` then we MUST find something next
let (input, mut ands) =
many0(preceded(ws(tuple((tag("AND"), multispace1))), cut(parse_not)))(input)?;
let filter = if ands.is_empty() {
first_filter
} else {
ands.insert(0, first_filter);
FilterCondition::And(ands)
};
Ok((input, filter))
}
/// not = ("NOT" WS+ not) | primary
/// We can have multiple consecutive not, eg: `NOT NOT channel = mv`.
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/// If we parse a `NOT` we MUST parse something behind.
fn parse_not(input: Span) -> IResult<FilterCondition> {
alt((
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map(preceded(ws(tuple((tag("NOT"), multispace1))), cut(parse_not)), |e| {
FilterCondition::Not(Box::new(e))
}),
parse_primary,
))(input)
}
/// geoRadius = WS* "_geoRadius(float WS* "," WS* float WS* "," WS* float)
/// If we parse `_geoRadius` we MUST parse the rest of the expression.
fn parse_geo_radius(input: Span) -> IResult<FilterCondition> {
// we want to allow space BEFORE the _geoRadius but not after
let parsed = preceded(
tuple((multispace0, tag("_geoRadius"))),
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// if we were able to parse `_geoRadius` and can't parse the rest of the input we return a failure
cut(delimited(char('('), separated_list1(tag(","), ws(recognize_float)), char(')'))),
)(input)
.map_err(|e| e.map(|_| Error::new_from_kind(input, ErrorKind::Geo)));
let (input, args) = parsed?;
if args.len() != 3 {
return Err(nom::Err::Failure(Error::new_from_kind(input, ErrorKind::Geo)));
}
let res = FilterCondition::GeoLowerThan {
point: [args[0].into(), args[1].into()],
radius: args[2].into(),
};
Ok((input, res))
}
/// geoPoint = WS* "_geoPoint(float WS* "," WS* float WS* "," WS* float)
fn parse_geo_point(input: Span) -> IResult<FilterCondition> {
// we want to forbid space BEFORE the _geoPoint but not after
tuple((
multispace0,
tag("_geoPoint"),
// if we were able to parse `_geoPoint` we are going to return a Failure whatever happens next.
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cut(delimited(char('('), separated_list1(tag(","), ws(recognize_float)), char(')'))),
))(input)
.map_err(|e| e.map(|_| Error::new_from_kind(input, ErrorKind::ReservedGeo("_geoPoint"))))?;
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// if we succeeded we still return a `Failure` because geoPoints are not allowed
Err(nom::Err::Failure(Error::new_from_kind(input, ErrorKind::ReservedGeo("_geoPoint"))))
}
/// primary = (WS* "(" WS* expression WS* ")" WS*) | geoRadius | condition | exists | not_exists | to
fn parse_primary(input: Span) -> IResult<FilterCondition> {
alt((
// if we find a first parenthesis, then we must parse an expression and find the closing parenthesis
delimited(
ws(char('(')),
cut(parse_expression),
cut_with_err(ws(char(')')), |c| {
Error::new_from_kind(input, ErrorKind::MissingClosingDelimiter(c.char()))
}),
),
parse_geo_radius,
parse_condition,
parse_exists,
parse_not_exists,
parse_to,
// the next lines are only for error handling and are written at the end to have the less possible performance impact
parse_geo_point,
))(input)
// if the inner parsers did not match enough information to return an accurate error
.map_err(|e| e.map_err(|_| Error::new_from_kind(input, ErrorKind::InvalidPrimary)))
}
/// expression = or
pub fn parse_expression(input: Span) -> IResult<FilterCondition> {
parse_or(input)
}
/// filter = expression EOF
pub fn parse_filter(input: Span) -> IResult<FilterCondition> {
terminated(parse_expression, eof)(input)
}
#[cfg(test)]
pub mod tests {
use super::*;
/// Create a raw [Token]. You must specify the string that appear BEFORE your element followed by your element
pub fn rtok<'a>(before: &'a str, value: &'a str) -> Token<'a> {
// if the string is empty we still need to return 1 for the line number
let lines = before.is_empty().then(|| 1).unwrap_or_else(|| before.lines().count());
let offset = before.chars().count();
// the extra field is not checked in the tests so we can set it to nothing
unsafe { Span::new_from_raw_offset(offset, lines as u32, value, "") }.into()
}
#[test]
fn parse() {
use FilterCondition as Fc;
let test_case = [
// simple test
(
"channel = Ponce",
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::Equal(rtok("channel = ", "Ponce")),
},
),
(
"subscribers = 12",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::Equal(rtok("subscribers = ", "12")),
},
),
// test all the quotes and simple quotes
(
"channel = 'Mister Mv'",
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::Equal(rtok("channel = '", "Mister Mv")),
},
),
(
"channel = \"Mister Mv\"",
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::Equal(rtok("channel = \"", "Mister Mv")),
},
),
(
"'dog race' = Borzoi",
Fc::Condition {
fid: rtok("'", "dog race"),
op: Condition::Equal(rtok("'dog race' = ", "Borzoi")),
},
),
(
"\"dog race\" = Chusky",
Fc::Condition {
fid: rtok("\"", "dog race"),
op: Condition::Equal(rtok("\"dog race\" = ", "Chusky")),
},
),
(
"\"dog race\" = \"Bernese Mountain\"",
Fc::Condition {
fid: rtok("\"", "dog race"),
op: Condition::Equal(rtok("\"dog race\" = \"", "Bernese Mountain")),
},
),
(
"'dog race' = 'Bernese Mountain'",
Fc::Condition {
fid: rtok("'", "dog race"),
op: Condition::Equal(rtok("'dog race' = '", "Bernese Mountain")),
},
),
(
"\"dog race\" = 'Bernese Mountain'",
Fc::Condition {
fid: rtok("\"", "dog race"),
op: Condition::Equal(rtok("\"dog race\" = \"", "Bernese Mountain")),
},
),
// test all the operators
(
"channel != ponce",
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::NotEqual(rtok("channel != ", "ponce")),
},
),
(
"NOT channel = ponce",
Fc::Condition {
fid: rtok("NOT ", "channel"),
op: Condition::NotEqual(rtok("NOT channel = ", "ponce")),
},
),
(
"subscribers < 1000",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::LowerThan(rtok("subscribers < ", "1000")),
},
),
(
"subscribers > 1000",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::GreaterThan(rtok("subscribers > ", "1000")),
},
),
(
"subscribers <= 1000",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::LowerThanOrEqual(rtok("subscribers <= ", "1000")),
},
),
(
"subscribers >= 1000",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::GreaterThanOrEqual(rtok("subscribers >= ", "1000")),
},
),
(
"NOT subscribers < 1000",
Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::GreaterThanOrEqual(rtok("NOT subscribers < ", "1000")),
},
),
(
"NOT subscribers > 1000",
Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::LowerThanOrEqual(rtok("NOT subscribers > ", "1000")),
},
),
(
"NOT subscribers <= 1000",
Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::GreaterThan(rtok("NOT subscribers <= ", "1000")),
},
),
(
"NOT subscribers >= 1000",
Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::LowerThan(rtok("NOT subscribers >= ", "1000")),
},
),
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(
"subscribers EXISTS",
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Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::Exists,
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},
),
(
"NOT subscribers EXISTS",
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Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::NotExists,
},
),
(
"subscribers NOT EXISTS",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::NotExists,
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},
),
(
"NOT subscribers NOT EXISTS",
Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::Exists,
},
),
(
"subscribers NOT EXISTS",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::NotExists,
},
),
(
"subscribers 100 TO 1000",
Fc::Condition {
fid: rtok("", "subscribers"),
op: Condition::Between {
from: rtok("subscribers ", "100"),
to: rtok("subscribers 100 TO ", "1000"),
},
},
),
(
"NOT subscribers 100 TO 1000",
Fc::Or(
vec![Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::LowerThan(rtok("NOT subscribers ", "100")),
}
.into(),
Fc::Condition {
fid: rtok("NOT ", "subscribers"),
op: Condition::GreaterThan(rtok("NOT subscribers 100 TO ", "1000")),
}
.into()],
),
),
(
"_geoRadius(12, 13, 14)",
Fc::GeoLowerThan {
point: [rtok("_geoRadius(", "12"), rtok("_geoRadius(12, ", "13")],
radius: rtok("_geoRadius(12, 13, ", "14"),
},
),
(
"NOT _geoRadius(12, 13, 14)",
Fc::GeoGreaterThan {
point: [rtok("NOT _geoRadius(", "12"), rtok("NOT _geoRadius(12, ", "13")],
radius: rtok("NOT _geoRadius(12, 13, ", "14"),
},
),
// test simple `or` and `and`
(
"channel = ponce AND 'dog race' != 'bernese mountain'",
Fc::And(vec![
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::Equal(rtok("channel = ", "ponce")),
}
.into(),
Fc::Condition {
fid: rtok("channel = ponce AND '", "dog race"),
op: Condition::NotEqual(rtok(
"channel = ponce AND 'dog race' != '",
"bernese mountain",
)),
}
.into(),
]),
),
(
"channel = ponce OR 'dog race' != 'bernese mountain'",
Fc::Or(vec![
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::Equal(rtok("channel = ", "ponce")),
}
.into(),
Fc::Condition {
fid: rtok("channel = ponce OR '", "dog race"),
op: Condition::NotEqual(rtok(
"channel = ponce OR 'dog race' != '",
"bernese mountain",
)),
}
.into(),
]),
),
(
"channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > 1000",
Fc::Or(vec![
Fc::And(vec![
Fc::Condition {
fid: rtok("", "channel"),
op: Condition::Equal(rtok("channel = ", "ponce")),
}
.into(),
Fc::Condition {
fid: rtok("channel = ponce AND '", "dog race"),
op: Condition::NotEqual(rtok(
"channel = ponce AND 'dog race' != '",
"bernese mountain",
)),
}
.into(),
])
.into(),
Fc::Condition {
fid: rtok(
"channel = ponce AND 'dog race' != 'bernese mountain' OR ",
"subscribers",
),
op: Condition::GreaterThan(rtok(
"channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > ",
"1000",
)),
}
.into(),
]),
),
// test parenthesis
(
"channel = ponce AND ( 'dog race' != 'bernese mountain' OR subscribers > 1000 )",
Fc::And(vec![
Fc::Condition { fid: rtok("", "channel"), op: Condition::Equal(rtok("channel = ", "ponce")) }.into(),
Fc::Or(vec![
Fc::Condition { fid: rtok("channel = ponce AND ( '", "dog race"), op: Condition::NotEqual(rtok("channel = ponce AND ( 'dog race' != '", "bernese mountain"))}.into(),
Fc::Condition { fid: rtok("channel = ponce AND ( 'dog race' != 'bernese mountain' OR ", "subscribers"), op: Condition::GreaterThan(rtok("channel = ponce AND ( 'dog race' != 'bernese mountain' OR subscribers > ", "1000")) }.into(),]
).into()]),
),
(
"(channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > 1000) AND _geoRadius(12, 13, 14)",
Fc::And(vec![
Fc::Or(vec![
Fc::And(vec![
Fc::Condition { fid: rtok("(", "channel"), op: Condition::Equal(rtok("(channel = ", "ponce")) }.into(),
Fc::Condition { fid: rtok("(channel = ponce AND '", "dog race"), op: Condition::NotEqual(rtok("(channel = ponce AND 'dog race' != '", "bernese mountain")) }.into(),
]).into(),
Fc::Condition { fid: rtok("(channel = ponce AND 'dog race' != 'bernese mountain' OR ", "subscribers"), op: Condition::GreaterThan(rtok("(channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > ", "1000")) }.into(),
]).into(),
Fc::GeoLowerThan { point: [rtok("(channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > 1000) AND _geoRadius(", "12"), rtok("(channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > 1000) AND _geoRadius(12, ", "13")], radius: rtok("(channel = ponce AND 'dog race' != 'bernese mountain' OR subscribers > 1000) AND _geoRadius(12, 13, ", "14") }.into()
])
)
];
for (input, expected) in test_case {
let result = Fc::parse(input);
assert!(
result.is_ok(),
"Filter `{:?}` was supposed to be parsed but failed with the following error: `{}`",
expected,
result.unwrap_err()
);
let filter = result.unwrap();
assert_eq!(filter, Some(expected), "Filter `{}` failed.", input);
}
}
#[test]
fn error() {
use FilterCondition as Fc;
let test_case = [
// simple test
("channel = Ponce = 12", "Found unexpected characters at the end of the filter: `= 12`. You probably forgot an `OR` or an `AND` rule."),
("channel = ", "Was expecting a value but instead got nothing."),
("channel = 🐻", "Was expecting a value but instead got `🐻`."),
("channel = 🐻 AND followers < 100", "Was expecting a value but instead got `🐻`."),
("OR", "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `TO`, `EXISTS`, `NOT EXISTS`, or `_geoRadius` at `OR`."),
("AND", "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `TO`, `EXISTS`, `NOT EXISTS`, or `_geoRadius` at `AND`."),
("channel Ponce", "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `TO`, `EXISTS`, `NOT EXISTS`, or `_geoRadius` at `channel Ponce`."),
("channel = Ponce OR", "Found unexpected characters at the end of the filter: `OR`. You probably forgot an `OR` or an `AND` rule."),
("_geoRadius", "The `_geoRadius` filter expects three arguments: `_geoRadius(latitude, longitude, radius)`."),
("_geoRadius = 12", "The `_geoRadius` filter expects three arguments: `_geoRadius(latitude, longitude, radius)`."),
("_geoPoint(12, 13, 14)", "`_geoPoint` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance) built-in rule to filter on `_geo` coordinates."),
("position <= _geoPoint(12, 13, 14)", "`_geoPoint` is a reserved keyword and thus can't be used as a filter expression. Use the `_geoRadius(latitude, longitude, distance) built-in rule to filter on `_geo` coordinates."),
("position <= _geoRadius(12, 13, 14)", "The `_geoRadius` filter is an operation and can't be used as a value."),
("channel = 'ponce", "Expression `\\'ponce` is missing the following closing delimiter: `'`."),
("channel = \"ponce", "Expression `\\\"ponce` is missing the following closing delimiter: `\"`."),
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("channel = mv OR (followers >= 1000", "Expression `(followers >= 1000` is missing the following closing delimiter: `)`."),
("channel = mv OR followers >= 1000)", "Found unexpected characters at the end of the filter: `)`. You probably forgot an `OR` or an `AND` rule."),
("colour NOT EXIST", "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `TO`, `EXISTS`, `NOT EXISTS`, or `_geoRadius` at `colour NOT EXIST`."),
("subscribers 100 TO1000", "Was expecting an operation `=`, `!=`, `>=`, `>`, `<=`, `<`, `TO`, `EXISTS`, `NOT EXISTS`, or `_geoRadius` at `subscribers 100 TO1000`."),
("channel = ponce ORdog != 'bernese mountain'", "Found unexpected characters at the end of the filter: `ORdog != \\'bernese mountain\\'`. You probably forgot an `OR` or an `AND` rule."),
("channel = ponce AND'dog' != 'bernese mountain'", "Found unexpected characters at the end of the filter: `AND\\'dog\\' != \\'bernese mountain\\'`. You probably forgot an `OR` or an `AND` rule."),
];
for (input, expected) in test_case {
let result = Fc::parse(input);
assert!(
result.is_err(),
"Filter `{}` wasn't supposed to be parsed but it did with the following result: `{:?}`",
input,
result.unwrap()
);
let filter = result.unwrap_err().to_string();
assert!(filter.starts_with(expected), "Filter `{:?}` was supposed to return the following error:\n{}\n, but instead returned\n{}\n.", input, expected, filter);
}
}
#[test]
fn depth() {
let filter = FilterCondition::parse("account_ids=1 OR account_ids=2 OR account_ids=3 OR account_ids=4 OR account_ids=5 OR account_ids=6").unwrap().unwrap();
assert!(filter.token_at_depth(1).is_some());
assert!(filter.token_at_depth(2).is_none());
let filter = FilterCondition::parse("(account_ids=1 OR (account_ids=2 AND account_ids=3) OR (account_ids=4 AND account_ids=5) OR account_ids=6)").unwrap().unwrap();
assert!(filter.token_at_depth(2).is_some());
assert!(filter.token_at_depth(3).is_none());
let filter = FilterCondition::parse("account_ids=1 OR account_ids=2 AND account_ids=3 OR account_ids=4 AND account_ids=5 OR account_ids=6").unwrap().unwrap();
assert!(filter.token_at_depth(2).is_some());
assert!(filter.token_at_depth(3).is_none());
}
}