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name: Benchmark | ||
on: | ||
pull_request: | ||
branches: | ||
- master | ||
- 'feature/**' | ||
- 'v**' | ||
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jobs: | ||
benchmark: | ||
name: Performance regression check | ||
runs-on: ubuntu-latest | ||
steps: | ||
- name: Set benchmark repetitions | ||
# reducing repetition will speed up execution, | ||
# but will be more inaccurate at detecting change | ||
run: echo "::set-output name=benchmark_repetitions::7" | ||
id: settings | ||
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- name: Install dependencies | ||
run: sudo apt-get update && sudo apt-get install wabt | ||
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- name: Checkout | ||
uses: actions/checkout@v2 | ||
with: | ||
fetch-depth: 0 | ||
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- uses: actions/setup-go@v2 | ||
with: | ||
go-version: '1.17.x' | ||
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- uses: actions/setup-node@v2 | ||
with: | ||
node-version: '15' | ||
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- uses: actions/cache@v1 | ||
with: | ||
path: ~/go/pkg/mod | ||
key: ${{ runner.os }}-go-${{ hashFiles('**/go.sum') }} | ||
restore-keys: | | ||
${{ runner.os }}-go- | ||
- name: Build | ||
run: make build | ||
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- name: Run benchmark on current branch | ||
run: | | ||
( for i in {1..${{ steps.settings.outputs.benchmark_repetitions }}}; do go test ./... -run=XXX -bench=. -shuffle=on; done | sed 's/pkg:.*/pkg: github.com\/onflow\/cadence\/runtime/' ) | tee new.txt | ||
# the package replace line above is to make the results table more readable, since it is not fragmented by package | ||
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- name: Checkout base branch | ||
run: git checkout ${{ github.event.pull_request.base.sha }} | ||
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- name: Run benchmark on base branch | ||
run: | | ||
( for i in {1..${{ steps.settings.outputs.benchmark_repetitions }}}; do go test ./... -run=XXX -bench=. -shuffle=on; done | sed 's/pkg:.*/pkg: github.com\/onflow\/cadence\/runtime/' ) | tee old.txt | ||
# see https://trstringer.com/github-actions-multiline-strings/ to see why this part is complex | ||
- name: Use benchstat for comparison | ||
run: | | ||
export PATH=$PATH:$(go env GOPATH)/bin | ||
GO111MODULE=off go get golang.org/x/perf/cmd/benchstat | ||
echo "BENCHSTAT<<EOF" >> $GITHUB_ENV | ||
echo "$(benchstat -html -sort delta old.txt new.txt | sed '/<title/,/<\/style>/d' | sed 's/<!doctype html>//g')" >> $GITHUB_ENV | ||
echo "EOF" >> $GITHUB_ENV | ||
- name: Find existing comment on PR | ||
uses: peter-evans/find-comment@v1 | ||
id: fc | ||
with: | ||
issue-number: ${{ github.event.pull_request.number }} | ||
comment-author: "github-actions[bot]" | ||
body-includes: "## Cadence [Benchstat](https://pkg.go.dev/golang.org/x/perf/cmd/benchstat) comparison" | ||
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- name: Create or update comment | ||
uses: peter-evans/create-or-update-comment@v1 | ||
with: | ||
comment-id: ${{ steps.fc.outputs.comment-id }} | ||
issue-number: ${{ github.event.pull_request.number }} | ||
body: | | ||
## Cadence [Benchstat](https://pkg.go.dev/golang.org/x/perf/cmd/benchstat) comparison | ||
This branch with compared with the base branch ${{ github.event.pull_request.base.label }} commit ${{ github.event.pull_request.base.sha }} | ||
The command `for i in {1..N}; do go test ./... -run=XXX -bench=. -shuffle=on; done` was used. | ||
Bench tests were run a total of ${{ steps.settings.outputs.benchmark_repetitions }} times on each branch. | ||
## Results | ||
${{ env.BENCHSTAT }} | ||
edit-mode: replace |
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--- | ||
title: Type Inference | ||
--- | ||
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If a variable or constant declaration is not annotated explicitly with a type, | ||
the declaration's type is inferred from the initial value. | ||
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### Basic Literals | ||
Decimal integer literals and hex literals are inferred to type `Int`. | ||
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```cadence | ||
let a = 1 | ||
// `a` has type `Int` | ||
let b = -45 | ||
// `b` has type `Int` | ||
let c = 0x02 | ||
// `c` has type `Int` | ||
``` | ||
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Unsigned fixed-point literals are inferred to type `UFix64`. | ||
Signed fixed-point literals are inferred to type `Fix64`. | ||
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```cadence | ||
let a = 1.2 | ||
// `a` has type `UFix64` | ||
let b = -1.2 | ||
// `b` has type `Fix64` | ||
``` | ||
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Similarly, for other basic literals, the types are inferred in the following manner: | ||
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| Literal Kind | Example | Inferred Type (x) | | ||
|:-----------------:|:-----------------:|:-----------------:| | ||
| String literal | `let x = "hello"` | String | | ||
| Boolean literal | `let x = true` | Bool | | ||
| Nil literal | `let x = nil` | Never? | | ||
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### Array Literals | ||
Array literals are inferred based on the elements of the literal, and to be variable-size. | ||
The inferred element type is the _least common super-type_ of all elements. | ||
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```cadence | ||
let integers = [1, 2] | ||
// `integers` has type `[Int]` | ||
let int8Array = [Int8(1), Int8(2)] | ||
// `int8Array` has type `[Int8]` | ||
let mixedIntegers = [UInt(65), 6, 275, Int128(13423)] | ||
// `mixedIntegers` has type `[Integer]` | ||
let nilableIntegers = [1, nil, 2, 3, nil] | ||
// `nilableIntegers` has type `[Int?]` | ||
let mixed = [1, true, 2, false] | ||
// `mixed` has type `[AnyStruct]` | ||
``` | ||
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### Dictionary Literals | ||
Dictionary literals are inferred based on the keys and values of the literal. | ||
The inferred type of keys and values is the _least common super-type_ of all keys and values, respectively. | ||
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```cadence | ||
let booleans = { | ||
1: true, | ||
2: false | ||
} | ||
// `booleans` has type `{Int: Bool}` | ||
let mixed = { | ||
Int8(1): true, | ||
Int64(2): "hello" | ||
} | ||
// `mixed` has type `{Integer: AnyStruct}` | ||
// Invalid: mixed keys | ||
// | ||
let invalidMixed = { | ||
1: true, | ||
false: 2 | ||
} | ||
// The least common super-type of the keys is `AnyStruct`. | ||
// But it is not a valid type for dictionary keys. | ||
``` | ||
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### Ternary Expression | ||
Ternary expression type is inferred to be the least common super-type of the second and third operands. | ||
```cadence | ||
let a = true ? 1 : 2 | ||
// `a` has type `Int` | ||
let b = true ? 1 : nil | ||
// `b` has type `Int?` | ||
let c = true ? 5 : (false ? "hello" : nil) | ||
// `c` has type `AnyStruct` | ||
``` | ||
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### Functions | ||
Functions are inferred based on the parameter types and the return type. | ||
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```cadence | ||
let add = (a: Int8, b: Int8): Int { | ||
return a + b | ||
} | ||
// `add` has type `((Int8, Int8): Int)` | ||
``` | ||
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Type inference is performed for each expression / statement, and not across statements. | ||
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## Ambiguities | ||
There are cases where types cannot be inferred. | ||
In these cases explicit type annotations are required. | ||
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```cadence | ||
// Invalid: not possible to infer type based on array literal's elements. | ||
// | ||
let array = [] | ||
// Instead, specify the array type and the concrete element type, e.g. `Int`. | ||
// | ||
let array: [Int] = [] | ||
// Or, use a simple-cast to annotate the expression with a type. | ||
let array = [] as [Int] | ||
``` | ||
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```cadence | ||
// Invalid: not possible to infer type based on dictionary literal's keys and values. | ||
// | ||
let dictionary = {} | ||
// Instead, specify the dictionary type and the concrete key | ||
// and value types, e.g. `String` and `Int`. | ||
// | ||
let dictionary: {String: Int} = {} | ||
// Or, use a simple-cast to annotate the expression with a type. | ||
let dictionary = {} as {String: Int} | ||
``` |
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