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Auto merge of #95119 - OliverMD:method_suggestions, r=davidtwco
Improve method name suggestions Attempts to improve method name suggestions when a matching method name is not found. The approach taken is use the Levenshtein distance and account for substrings having a high distance but can sometimes be very close to the intended method (eg. empty vs is_empty). resolves #94747
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d5139f4469
@ -46,6 +46,62 @@ pub fn lev_distance(a: &str, b: &str, limit: usize) -> Option<usize> {
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(dcol[m] <= limit).then_some(dcol[m])
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}
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/// Provides a word similarity score between two words that accounts for substrings being more
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/// meaningful than a typical Levenshtein distance. The lower the score, the closer the match.
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/// 0 is an identical match.
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///
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/// Uses the Levenshtein distance between the two strings and removes the cost of the length
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/// difference. If this is 0 then it is either a substring match or a full word match, in the
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/// substring match case we detect this and return `1`. To prevent finding meaningless substrings,
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/// eg. "in" in "shrink", we only perform this subtraction of length difference if one of the words
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/// is not greater than twice the length of the other. For cases where the words are close in size
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/// but not an exact substring then the cost of the length difference is discounted by half.
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///
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/// Returns `None` if the distance exceeds the limit.
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pub fn lev_distance_with_substrings(a: &str, b: &str, limit: usize) -> Option<usize> {
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let n = a.chars().count();
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let m = b.chars().count();
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// Check one isn't less than half the length of the other. If this is true then there is a
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// big difference in length.
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let big_len_diff = (n * 2) < m || (m * 2) < n;
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let len_diff = if n < m { m - n } else { n - m };
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let lev = lev_distance(a, b, limit + len_diff)?;
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// This is the crux, subtracting length difference means exact substring matches will now be 0
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let score = lev - len_diff;
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// If the score is 0 but the words have different lengths then it's a substring match not a full
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// word match
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let score = if score == 0 && len_diff > 0 && !big_len_diff {
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1 // Exact substring match, but not a total word match so return non-zero
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} else if !big_len_diff {
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// Not a big difference in length, discount cost of length difference
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score + (len_diff + 1) / 2
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} else {
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// A big difference in length, add back the difference in length to the score
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score + len_diff
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};
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(score <= limit).then_some(score)
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}
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/// Finds the best match for given word in the given iterator where substrings are meaningful.
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///
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/// A version of [`find_best_match_for_name`] that uses [`lev_distance_with_substrings`] as the score
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/// for word similarity. This takes an optional distance limit which defaults to one-third of the
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/// given word.
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///
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/// Besides the modified Levenshtein, we use case insensitive comparison to improve accuracy
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/// on an edge case with a lower(upper)case letters mismatch.
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pub fn find_best_match_for_name_with_substrings(
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candidates: &[Symbol],
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lookup: Symbol,
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dist: Option<usize>,
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) -> Option<Symbol> {
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find_best_match_for_name_impl(true, candidates, lookup, dist)
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}
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/// Finds the best match for a given word in the given iterator.
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///
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/// As a loose rule to avoid the obviously incorrect suggestions, it takes
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@ -54,11 +110,20 @@ pub fn lev_distance(a: &str, b: &str, limit: usize) -> Option<usize> {
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///
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/// Besides Levenshtein, we use case insensitive comparison to improve accuracy
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/// on an edge case with a lower(upper)case letters mismatch.
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#[cold]
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pub fn find_best_match_for_name(
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candidates: &[Symbol],
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lookup: Symbol,
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dist: Option<usize>,
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) -> Option<Symbol> {
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find_best_match_for_name_impl(false, candidates, lookup, dist)
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}
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#[cold]
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fn find_best_match_for_name_impl(
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use_substring_score: bool,
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candidates: &[Symbol],
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lookup: Symbol,
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dist: Option<usize>,
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) -> Option<Symbol> {
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let lookup = lookup.as_str();
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let lookup_uppercase = lookup.to_uppercase();
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@ -74,7 +139,11 @@ pub fn find_best_match_for_name(
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let mut dist = dist.unwrap_or_else(|| cmp::max(lookup.len(), 3) / 3);
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let mut best = None;
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for c in candidates {
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match lev_distance(lookup, c.as_str(), dist) {
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match if use_substring_score {
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lev_distance_with_substrings(lookup, c.as_str(), dist)
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} else {
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lev_distance(lookup, c.as_str(), dist)
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} {
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Some(0) => return Some(*c),
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Some(d) => {
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dist = d - 1;
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@ -27,6 +27,17 @@ fn test_lev_distance_limit() {
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assert_eq!(lev_distance("abc", "xyz", 2), None);
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}
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#[test]
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fn test_method_name_similarity_score() {
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assert_eq!(lev_distance_with_substrings("empty", "is_empty", 1), Some(1));
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assert_eq!(lev_distance_with_substrings("shrunk", "rchunks", 2), None);
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assert_eq!(lev_distance_with_substrings("abc", "abcd", 1), Some(1));
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assert_eq!(lev_distance_with_substrings("a", "abcd", 1), None);
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assert_eq!(lev_distance_with_substrings("edf", "eq", 1), None);
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assert_eq!(lev_distance_with_substrings("abc", "xyz", 3), Some(3));
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assert_eq!(lev_distance_with_substrings("abcdef", "abcdef", 2), Some(0));
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}
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#[test]
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fn test_find_best_match_for_name() {
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use crate::create_default_session_globals_then;
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@ -24,7 +24,9 @@ use rustc_middle::ty::GenericParamDefKind;
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use rustc_middle::ty::{self, ParamEnvAnd, ToPredicate, Ty, TyCtxt, TypeFoldable};
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use rustc_session::lint;
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use rustc_span::def_id::LocalDefId;
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use rustc_span::lev_distance::{find_best_match_for_name, lev_distance};
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use rustc_span::lev_distance::{
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find_best_match_for_name_with_substrings, lev_distance_with_substrings,
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};
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use rustc_span::{symbol::Ident, Span, Symbol, DUMMY_SP};
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use rustc_trait_selection::autoderef::{self, Autoderef};
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use rustc_trait_selection::traits::query::evaluate_obligation::InferCtxtExt;
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@ -1699,7 +1701,11 @@ impl<'a, 'tcx> ProbeContext<'a, 'tcx> {
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.iter()
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.map(|cand| cand.name)
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.collect::<Vec<Symbol>>();
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find_best_match_for_name(&names, self.method_name.unwrap().name, None)
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find_best_match_for_name_with_substrings(
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&names,
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self.method_name.unwrap().name,
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None,
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)
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}
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.unwrap();
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Ok(applicable_close_candidates.into_iter().find(|method| method.name == best_name))
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@ -1856,7 +1862,8 @@ impl<'a, 'tcx> ProbeContext<'a, 'tcx> {
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if x.kind.namespace() != Namespace::ValueNS {
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return false;
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}
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match lev_distance(name.as_str(), x.name.as_str(), max_dist) {
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match lev_distance_with_substrings(name.as_str(), x.name.as_str(), max_dist)
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{
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Some(d) => d > 0,
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None => false,
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}
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@ -17,7 +17,10 @@ LL | enum Enum { Variant }
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| --------- variant or associated item `mispellable_trait` not found here
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...
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LL | Enum::mispellable_trait();
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| ^^^^^^^^^^^^^^^^^ variant or associated item not found in `Enum`
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| ^^^^^^^^^^^^^^^^^
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| |
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| variant or associated item not found in `Enum`
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| help: there is an associated function with a similar name: `misspellable`
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error[E0599]: no variant or associated item named `MISPELLABLE` found for enum `Enum` in the current scope
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--> $DIR/associated-item-enum.rs:19:11
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@ -8,7 +8,7 @@ LL | struct Value(u32);
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| doesn't satisfy `Value: Hash`
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...
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LL | hs.insert(Value(0));
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| ^^^^^^ method cannot be called on `HashSet<Value>` due to unsatisfied trait bounds
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| ^^^^^^
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= note: the following trait bounds were not satisfied:
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`Value: Eq`
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@ -2,7 +2,7 @@ error[E0599]: the method `as_deref_mut` exists for enum `Option<{integer}>`, but
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--> $DIR/option-as_deref_mut.rs:2:33
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LL | let _result = &mut Some(42).as_deref_mut();
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| ^^^^^^^^^^^^ method cannot be called on `Option<{integer}>` due to unsatisfied trait bounds
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| ^^^^^^^^^^^^
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= note: the following trait bounds were not satisfied:
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`{integer}: Deref`
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@ -2,7 +2,7 @@ error[E0599]: the method `as_deref_mut` exists for enum `Result<{integer}, _>`,
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--> $DIR/result-as_deref_mut.rs:2:31
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LL | let _result = &mut Ok(42).as_deref_mut();
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| ^^^^^^^^^^^^ method cannot be called on `Result<{integer}, _>` due to unsatisfied trait bounds
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| ^^^^^^^^^^^^
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= note: the following trait bounds were not satisfied:
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`{integer}: Deref`
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@ -45,6 +45,10 @@ help: the following trait is implemented but not in scope; perhaps add a `use` f
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LL | use std::str::FromStr;
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help: there is an associated function with a similar name
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LL | let y = u32::from_str_radix("33");
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| ~~~~~~~~~~~~~~
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error: aborting due to 4 previous errors
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@ -23,7 +23,7 @@ error[E0599]: no method named `count_o` found for type `u32` in the current scop
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--> $DIR/suggest-methods.rs:28:19
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LL | let _ = 63u32.count_o();
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| ^^^^^^^ method not found in `u32`
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| ^^^^^^^ help: there is an associated function with a similar name: `count_ones`
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error: aborting due to 4 previous errors
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