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542
adr/001_interface_design.md
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542
adr/001_interface_design.md
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# Designing an Idiomatic API Interface
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We (the maintainers) built `go-cuckoo`'s API interface without design intent.
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Up until now, we paid more attention implementing the underlying functionality of the cuckoo hashing.
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With the fundamentals of the algorithm built, we should revisit the interface.
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It should align closer to the following principles:
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- **Congruency**
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A `go-cuckoo` table should have the same core functionality as Go's built-in map.
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- **Familiarity**
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A `go-cuckoo` table should behave similarly to Go's standard map, so users will intuitively know how to use it.
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In effect, its users will carry less cognitive load.
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## Current State
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### Interface of the built-in Map
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Listed below is every interface provided by Go to the built-in map object.
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Also included, are the functions from the package `maps` in the standard library.
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<details>
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<summary>Interfaces</summary>
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| # | built-in Interface | Description |
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| --- | ---------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------- |
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| 1 | `m := make(map[K]V)` | Returns an empty map using the built-in `make()` function. |
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| 2 | `m := make(map[K]V, hint)` | Returns an empty map using `make()`, with a capacity 'hint'. This hint is how many items the map expects to hold, _not_ a measure of how large it is. |
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| 3 | `m := map[K]V{...}` | Returns a map, which may be filled with entries in the ellipsis (optional). |
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| 4 | `var m map[K]V` | Defines an empty _variable_ that holds a map. This differs from #1 because `m` is uninitialized (nil) here. |
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| 5 | `m[k] := v` | Assigns the value of `k` to `v`. |
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| 6 | `v := m[k]` | Returns the value of `k` if it exists. Otherwise, `v` is uninitialized. |
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| 7 | `v, ok := m[k]` | Similar to #6, except `ok` is equal to whether `v` is initialized. This is comma-ok notation. |
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| 8 | `for k, v := range m` | Iterates over every key-value pair in `m`. The order is random. |
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| 9 | `delete(m, k)` | Unassigns the value `k`. Returns no value. |
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| 10 | `clear(m)` | Unassigns all keys in `m`. Returns no value. |
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| 11 | `n := len(m)` | Returns the number of entries in `m`. If nil, `m` returns 0. |
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| 12 | `m2 := maps.Clone(m)` | Returns a copy of `m`. |
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| 13 | `maps.Copy(dst, src)` | Assigns every entry of `src` in `dst`. |
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| 14 | `ok := maps.Equal(m1, m2)` | Returns true iff `m1` and `m2` the same entries. |
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| 15 | `ok := maps.EqualFunc(m1, m2, fn)` | Like #14, but with a custom comparator for non-comparable values. |
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| 16 | `maps.DeleteFunc(m, fn)` | Removes every entry in `m` which satisfies `fn`. Returns no value. |
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| 17 | `it2 := maps.All(m)` | Returns an 2D iterator over every key-value pair. |
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| 18 | `it := maps.Keys(m)` | Returns an iterator over every key. |
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| 19 | `it := maps.Values(m)` | Returns an iterator over every value. There can be duplicates. |
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| 20 | `m := maps.Collect(seq)` | Returns a map, with every entry defined in a 2D iterator over key-value pairs. |
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| 21 | `maps.Insert(m, seq)` | Assigns to `m` all key-value pairs in 2D iterator `seq`. Returns no value. |
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</details>
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### Interface of `go-cuckoo`
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On the other hand, here is the current contract for `go-cuckoo`.
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<details>
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<summary>Interfaces</summary>
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| # | built-in Interface | Description |
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| --- | -------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------- |
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| 1 | `m := New(opts...)` | Creates a table using the default hash and equal function. The options configure its behavior. Confined to comparable keys. |
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| 2 | `m := NewBy(keyFunc, opts...)` | Like #1, but allows any key type. A `keyFunc` is used to derive a comparable key. |
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| 3 | `m := NewCustom(hashA, hashB, equalFunc, opts...)` | Like #1, but allows control over the hashes used to allow any key type. An `equalFunc` determines key equality. |
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| 4 | `seq := m.Entries()` | Returns an unordered 2D iterator of all key-value pairs in the table. |
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| 5 | `v := m.Find(k)` | Removes the value for `k`. Returns true if `k` existed. |
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| 6 | `v, ok := m.Get(k)` | Returns the value for `k` in the table. Also, returns true if the `k` exists, otherwise false. When false, `v` is undefined. |
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| 7 | `ok := m.Has(k)` | Returns true if `k` is in the table. |
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| 8 | `err := m.Put(k, v)` | Sets value `v` for key `k`. Otherwise, returns error. |
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| 9 | `n := m.Size()` | Returns the number of items in `m`. |
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| 10 | `str := m.String()` | Returns `m` as a string in the format "table[k1:v1 k2:v2 ...]". |
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| 11 | `cap := m.TotalCapacity()` | Returns how many slots `m` has allocated. |
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| 12 | `ok := m.Drop(k)` | Removes `k` from the table. Returns whether the key had existed. |
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</details>
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### Determining Congruency
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So, how does the core functionality compare?
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Listed below is an analysis of every interface in Go's standard map.
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Each is compared against what `go-cuckoo` offers, and categorized into the following groups:
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- ✅ Covered: an analog exists.
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- ⚠️ Partial: workaround available.
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- ❌ Gap: no analog yet; addressed in [Target State](#solving-congruency).
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Specifically, here we are checking for functionality.
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Is there functionality that this offers which `go-cuckoo` does not?
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We are checking accessibility, but not discoverability.
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The latter will be considered later.
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<details>
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<summary>✅ <code>m := make(map[K]V)</code></summary>
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The analog is `m := New()`.
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</details>
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<details>
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<summary>⚠️ <code>m := make(map[K]V, hint)</code></summary>
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This has no simple analog.
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It is close to `m := New(Capacity(hint))`, but it assigns starting capacity, not expected size.
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For the built-in map, these are two separate things.
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- Capacity is an internal measure, used to optimize space/speed.
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It is hidden from the user because it depends on the underlying implementation, which may change.
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- Expected size requires the map must hold a number of items before resizing.
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This is tangeable and agnostic to implementation, hence why it is given to the user.
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In short, this interface defines expected size, but `Capacity()` defines capacity.
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</details>
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<details>
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<summary>❌ <code>m := map[K]V{...}</code></summary>
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This has no simple analog, the closest being:
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```go
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m := New[K, V]()
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for k, v := range startingEntries {
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m.Put(k, v)
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}
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```
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It is idiomatic, but far less ergonomic.
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</details>
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<details>
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<summary>✅ <code>var m map[K]V</code></summary>
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The analog is `var m Table[K, V]`.
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</details>
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<details>
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<summary>✅ <code>m[k] := v</code></summary>
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The analog is `err := m.Put(k, v)`.
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</details>
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<details>
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<summary>✅ <code>v := m[k]</code></summary>
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The analog is `v := m.Find(k)`.
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</details>
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<details>
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<summary>✅ <code>v, ok := m[k]</code></summary>
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The analog is `v, ok := m.Get(k)`.
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</details>
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<details>
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<summary>✅ <code>for k, v := range m</code></summary>
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The analog is `for k, v := range m.Entries()`.
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</details>
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<details>
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<summary>✅ <code>delete(m, k)</code></summary>
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The analog is `ok := m.Drop(k)`.
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</details>
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<details>
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<summary>❌ <code>clear(m)</code></summary>
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There is no analog.
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The easiest may to do this is to delete all items individually:
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```go
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for k := range m.Entries() {
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m.Drop(k)
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}
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```
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</details>
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<details>
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<summary>✅ <code>n := len(m)</code></summary>
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The analog is `n := m.Size()`.
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</details>
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<details>
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<summary>❌ <code>m2 := maps.Clone(m)</code></summary>
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There is no analog.
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The easiest way to do this currently is to make a new map, and manually add the items.
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```go
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m2 := cuckoo.Table[K, V]()
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for k, v := range m.Entries() {
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m2.Put(k, v)
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}
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```
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This gets complicated by the various options available to the user.
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Furthermore, any custom `EqualFunc`, `keyFunc` or `Hash` is not transferred.
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</details>
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<details>
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<summary>❌ <code>maps.Copy(dst, src)</code></summary>
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There is no analog.
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The simplest way to do this is with a for-loop.
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```go
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for k, v := range src.Entries() {
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dst.Put(k, v)
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|
}
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|
```
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|
</details>
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<details>
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<summary>❌ <code>ok := maps.Equal(m1, m2)</code></summary>
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There is no analog.
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Users have to manually check the key-value pairs to determine equality.
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|
</details>
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|
<details>
|
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<summary>❌ <code>ok := maps.EqualFunc(m1, m2, fn)</code></summary>
|
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|
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|
There is no analog.
|
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|
|
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|
Users have to manually check the key-value pairs to determine equality.
|
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|
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|
</details>
|
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|
<details>
|
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<summary>❌ <code>maps.DeleteFunc(m, fn)</code></summary>
|
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|
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There is no analog.
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|
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|
Users have to manually delete keys.
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|
</details>
|
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|
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|
<details>
|
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|
<summary>✅ <code>it2 := maps.All(m)</code></summary>
|
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|
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|
The analog is `it2 := m.Entries()`.
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|
|
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|
</details>
|
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|
|
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|
<details>
|
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|
<summary>⚠️ <code>it := maps.Keys(m)</code></summary>
|
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|
|
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|
There is no simple analog.
|
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|
|
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|
A close neighbor is `it2 := m.Entries()`.
|
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|
Users can use this in a for-loop, and pick out just the keys:
|
||||||
|
|
||||||
|
```go
|
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|
for k := range m.Entries() {
|
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|
// ...
|
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|
}
|
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|
```
|
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|
|
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|
</details>
|
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|
|
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|
<details>
|
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|
<summary>⚠️ <code>it := maps.Values(m)</code></summary>
|
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|
|
||||||
|
There is no simple analog.
|
||||||
|
|
||||||
|
A close neighbor is `it2 := m.Entries()`.
|
||||||
|
Users can use this in a for-loop, and pick out just the values:
|
||||||
|
|
||||||
|
```go
|
||||||
|
for _, v := range m.Entries() {
|
||||||
|
// ...
|
||||||
|
}
|
||||||
|
```
|
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|
|
||||||
|
</details>
|
||||||
|
|
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|
<details>
|
||||||
|
<summary>❌ <code>m := maps.Collect(seq)</code></summary>
|
||||||
|
|
||||||
|
There is no analog.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary>❌ <code>maps.Insert(m, seq)</code></summary>
|
||||||
|
|
||||||
|
There is no analog.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
## Target State
|
||||||
|
|
||||||
|
### Solving Congruency
|
||||||
|
|
||||||
|
We should make the following changes to accomodate for congruency:
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>ok := maps.EqualFunc(m1, m2, fn)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new function:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func EqualFunc[K, V1, V2 any](t1 *Table[K, V1], t2 *Table[K, V2], eq func(V1, V2) bool) bool
|
||||||
|
```
|
||||||
|
|
||||||
|
This function is free, and not bound as a receiver function.
|
||||||
|
(It is called `cuckoo.Equal(t1, t2)`, not `t1.Equals(t2)`.)
|
||||||
|
The latter implies `t1` has authority, when in fact neither do.
|
||||||
|
|
||||||
|
We define equality as:
|
||||||
|
|
||||||
|
1. Neither table has a key the other doesn't.
|
||||||
|
2. Each key has the same value in each table.
|
||||||
|
Parameter `eq` determines this equality.
|
||||||
|
|
||||||
|
Custom `EqualFunc`'s complicate this, as they modulate key identity in tables.
|
||||||
|
If two tables may differ on whether two keys are different, this function might break.
|
||||||
|
So, we must assume that:
|
||||||
|
|
||||||
|
- Both tables have `EqualFunc`'s which 'agree' on the identity of the keys present in the tables.
|
||||||
|
Agreement is defined as: if two keys are distinct in one table, they are distinct in the other.
|
||||||
|
|
||||||
|
The name `EqualFunc` is already taken by `EqualFunc[K, V]`: an alias for `func(a, b K) bool`.
|
||||||
|
Inlining `EqualFunc[K, V]` would solve this problem.
|
||||||
|
We will move the documentation attached to it to `DefaultEqualFunc`.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>ok := maps.Equal(m1, m2)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new function, to conform with the standard library:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func Equal[K any, V comparable](t1, t2 *Table[K, V]) bool
|
||||||
|
```
|
||||||
|
|
||||||
|
It uses the same equality check as in `EqualFunc`.
|
||||||
|
Once again, the function is free because it is symmetric.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>maps.Insert(m, seq)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new receiver for the table:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) Insert(seq iter.Seq2[K, V]) error
|
||||||
|
```
|
||||||
|
|
||||||
|
A receiver fits better even though `maps.Insert` is a free function, because copying it is asymmetric.
|
||||||
|
Map `dst` receives entries from map `src`.
|
||||||
|
It's only free because Go's standard map is built into the language, and so cannot have receivers.
|
||||||
|
|
||||||
|
In terms of naming, `t.Extend` is more accurate, and has precedent in [Python](docs.python.org/3/tutorial/datastructures.html#more-on-lists) and [Rust](https://doc.rust-lang.org/std/iter/trait.Extend.html).
|
||||||
|
When [adding iterator function](https://github.com/golang/go/issues/61900) to the `maps` package, the Go team chose to frame it as 'sources' and 'sinks'.
|
||||||
|
With this model, `maps.Insert` made more sense than `maps.Extend`.
|
||||||
|
Ultimately, `t.Insert()` is a better choice to be consistent with `maps`.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>maps.Copy(dst, src)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new receiver for the table:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) Copy(src *Table[K, V]) error
|
||||||
|
```
|
||||||
|
|
||||||
|
It's functionality should match that of `t.Insert()`.
|
||||||
|
|
||||||
|
A receiver fits better even though `maps.Copy` is a free function, 'copying' it is asymmetric: `dst` is writen into by `src`.
|
||||||
|
It is only free because Go's standard map is built into the language, and so cannot have receivers.
|
||||||
|
|
||||||
|
The name `t.Merge()` might be more accurate, but it does work because:
|
||||||
|
|
||||||
|
- `t.Copy()` matches Go's built-in `copy()`, and `io.Copy()`. The Go team used [the same logic](https://github.com/golang/go/discussions/47330#discussioncomment-1167799) to name `maps.Copy()`.
|
||||||
|
In this case, `t.Merge()` would be an outlier.
|
||||||
|
- `t.Merge()` implies some sort of conflict-resolution, when there is not.
|
||||||
|
It simply overwrites the values.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>maps.DeleteFunc(m, fn)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new receiver for the table:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) DeleteFunc(del func(K, V) bool)
|
||||||
|
```
|
||||||
|
|
||||||
|
It would have the same functionality as `maps.DeleteFunc`.
|
||||||
|
|
||||||
|
A free function could work here, but `t` has clear authority over `del`.
|
||||||
|
Other than being consistent with the `maps` package, `t.DeleteFunc` follows the Go convention of appending `Func` to higher-order equivalents of functions.
|
||||||
|
This trumps names like `t.DeleteIf`, which lend more to [Java](https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html#removeIf-java.util.function.Predicate-) or [C++](https://en.cppreference.com/cpp/algorithm/remove).
|
||||||
|
The word `Delete` is also convention, tying back to the built-in `delete()`.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>m := maps.Collect(seq)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new constructor.
|
||||||
|
|
||||||
|
```go
|
||||||
|
func Collect[K comparable, V any](seq iter.Seq2[K, V]) (*Table[K, V], error)
|
||||||
|
```
|
||||||
|
|
||||||
|
It would create a `New()` table, and insert all entries in `seq`.
|
||||||
|
|
||||||
|
This reveicer only supports the standard table constructor, with comparable keys.
|
||||||
|
It is tempting to add `CollectBy` or `CollectCustom` to support all table types, but doing so would pollute the public interface.
|
||||||
|
|
||||||
|
It would be just one more line to initialize the table and then call `t.Insert` directly:
|
||||||
|
|
||||||
|
```go
|
||||||
|
t := // ...
|
||||||
|
err := t.Insert(seq)
|
||||||
|
```
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>m := map[K]V{...}</code></summary>
|
||||||
|
|
||||||
|
We should make a new constructor, because entries are generic.
|
||||||
|
So, creating an option with inialized entries doesn't work.
|
||||||
|
|
||||||
|
With the previous additions, users have a few options.
|
||||||
|
If they want to use a `New()` table, `t.Collect` matches well:
|
||||||
|
|
||||||
|
```go
|
||||||
|
t, err := cuckoo.Collect(func(yield func(K, V) bool) {
|
||||||
|
yield(key1, val1)
|
||||||
|
yield(key2, val2)
|
||||||
|
})
|
||||||
|
```
|
||||||
|
|
||||||
|
For `NewCustom()` or `NewBy()` tables, users can call `t.Insert` after initialization:
|
||||||
|
|
||||||
|
```go
|
||||||
|
t := // ...
|
||||||
|
err := t.Insert(func(yield func(K, V) bool) {
|
||||||
|
yield(key1, val1)
|
||||||
|
yield(key2, val2)
|
||||||
|
})
|
||||||
|
```
|
||||||
|
|
||||||
|
It is one more line.
|
||||||
|
But, the alternative is polluting the public interface with corresponding `*WithEntries` constuctors.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>m := make(map[K]V, hint)</code></summary>
|
||||||
|
|
||||||
|
We should add a new option:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func ExpectedSize(n int) Option
|
||||||
|
```
|
||||||
|
|
||||||
|
When fed to a table, it will allocate enough space to hold `n` entries without a resize.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>clear(m)</code></summary>
|
||||||
|
|
||||||
|
We should implement a new receiver:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) Clear()
|
||||||
|
```
|
||||||
|
|
||||||
|
It will remove all entries from the table.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>m2 := maps.Clone(m)</code></summary>
|
||||||
|
|
||||||
|
We should implement a matching function:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) Clone() *Table[K, V]
|
||||||
|
```
|
||||||
|
|
||||||
|
Also, it will copy the hash, equality function, and options used in the table.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>it := maps.Keys(m)</code></summary>
|
||||||
|
|
||||||
|
We should implement a matching function:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) Keys() iter.Seq[K]
|
||||||
|
```
|
||||||
|
|
||||||
|
It is tempting to just have `All()`, but it returns a `Seq2`, not a `Seq`.
|
||||||
|
There is no iterator adaptor between `Seq` and `Seq2`, and will not be for the foreseeable future.
|
||||||
|
This function, while it feels superfluous, is required.
|
||||||
|
|
||||||
|
</details>
|
||||||
|
|
||||||
|
<details>
|
||||||
|
<summary><code>it := maps.Values(m)</code></summary>
|
||||||
|
|
||||||
|
We should implement a matching function:
|
||||||
|
|
||||||
|
```go
|
||||||
|
func (t *Table[K, V]) Values() iter.Seq[V]
|
||||||
|
```
|
||||||
|
|
||||||
|
For the same reason we need `Keys()`, we also need `Values()`.
|
||||||
|
|
||||||
|
</details>
|
||||||
Reference in New Issue
Block a user