mirror of
https://github.com/minio/minio.git
synced 2024-12-28 08:05:55 -05:00
2786055df4
- New parser written from scratch, allows easier and complete parsing of the full S3 Select SQL syntax. Parser definition is directly provided by the AST defined for the SQL grammar. - Bring support to parse and interpret SQL involving JSON path expressions; evaluation of JSON path expressions will be subsequently added. - Bring automatic type inference and conversion for untyped values (e.g. CSV data).
256 lines
6.0 KiB
Markdown
256 lines
6.0 KiB
Markdown
# Participle parser tutorial
|
|
|
|
<!-- MarkdownTOC -->
|
|
|
|
1. [Introduction](#introduction)
|
|
1. [The complete grammar](#the-complete-grammar)
|
|
1. [Root of the .ini AST \(structure, fields\)](#root-of-the-ini-ast-structure-fields)
|
|
1. [.ini properties \(named tokens, capturing, literals\)](#ini-properties-named-tokens-capturing-literals)
|
|
1. [.ini property values \(alternates, recursive structs, sequences\)](#ini-property-values-alternates-recursive-structs-sequences)
|
|
1. [Complete, but limited, .ini grammar \(top-level properties only\)](#complete-but-limited-ini-grammar-top-level-properties-only)
|
|
1. [Extending our grammar to support sections](#extending-our-grammar-to-support-sections)
|
|
1. [\(Optional\) Source positional information](#optional-source-positional-information)
|
|
1. [Parsing using our grammar](#parsing-using-our-grammar)
|
|
|
|
<!-- /MarkdownTOC -->
|
|
|
|
## Introduction
|
|
|
|
Writing a parser in Participle typically involves starting from the "root" of
|
|
the AST, annotating fields with the grammar, then recursively expanding until
|
|
it is complete. The AST is expressed via Go data types and the grammar is
|
|
expressed through struct field tags, as a form of EBNF.
|
|
|
|
The parser we're going to create for this tutorial parses .ini files
|
|
like this:
|
|
|
|
```ini
|
|
age = 21
|
|
name = "Bob Smith"
|
|
|
|
[address]
|
|
city = "Beverly Hills"
|
|
postal_code = 90210
|
|
```
|
|
|
|
## The complete grammar
|
|
|
|
I think it's useful to see the complete grammar first, to see what we're
|
|
working towards. Read on below for details.
|
|
|
|
```go
|
|
type INI struct {
|
|
Properties []*Property `@@*`
|
|
Sections []*Section `@@*`
|
|
}
|
|
|
|
type Section struct {
|
|
Identifier string `"[" @Ident "]"`
|
|
Properties []*Property `@@*`
|
|
}
|
|
|
|
type Property struct {
|
|
Key string `@Ident "="`
|
|
Value *Value `@@`
|
|
}
|
|
|
|
type Value struct {
|
|
String *string ` @String`
|
|
Number *float64 `| @Float`
|
|
}
|
|
```
|
|
|
|
## Root of the .ini AST (structure, fields)
|
|
|
|
The first step is to create a root struct for our grammar. In the case of our
|
|
.ini parser, this struct will contain a sequence of properties:
|
|
|
|
```go
|
|
type INI struct {
|
|
Properties []*Property
|
|
}
|
|
|
|
type Property struct {
|
|
}
|
|
```
|
|
|
|
## .ini properties (named tokens, capturing, literals)
|
|
|
|
Each property in an .ini file has an identifier key:
|
|
|
|
```go
|
|
type Property struct {
|
|
Key string
|
|
}
|
|
```
|
|
|
|
The default lexer tokenises Go source code, and includes an `Ident` token type
|
|
that matches identifiers. To match this token we simply use the token type
|
|
name:
|
|
|
|
```go
|
|
type Property struct {
|
|
Key string `Ident`
|
|
}
|
|
```
|
|
|
|
This will *match* identifiers, but not *capture* them into the `Key` field. To
|
|
capture input tokens into AST fields, prefix any grammar node with `@`:
|
|
|
|
```go
|
|
type Property struct {
|
|
Key string `@Ident`
|
|
}
|
|
```
|
|
|
|
In .ini files, each key is separated from its value with a literal `=`. To
|
|
match a literal, enclose the literal in double quotes:
|
|
|
|
```go
|
|
type Property struct {
|
|
Key string `@Ident "="`
|
|
}
|
|
```
|
|
|
|
> Note: literals in the grammar must match tokens from the lexer *exactly*. In
|
|
> this example if the lexer does not output `=` as a distinct token the
|
|
> grammar will not match.
|
|
|
|
## .ini property values (alternates, recursive structs, sequences)
|
|
|
|
For the purposes of our example we are only going to support quoted string
|
|
and numeric property values. As each value can be *either* a string or a float
|
|
we'll need something akin to a sum type. Go's type system cannot express this
|
|
directly, so we'll use the common approach of making each element a pointer.
|
|
The selected "case" will *not* be nil.
|
|
|
|
```go
|
|
type Value struct {
|
|
String *string
|
|
Number *float64
|
|
}
|
|
```
|
|
|
|
> Note: Participle will hydrate pointers as necessary.
|
|
|
|
To express matching a set of alternatives we use the `|` operator:
|
|
|
|
```go
|
|
type Value struct {
|
|
String *string ` @String`
|
|
Number *float64 `| @Float`
|
|
}
|
|
```
|
|
|
|
> Note: the grammar can cross fields.
|
|
|
|
Next, we'll match values and capture them into the `Property`. To recursively
|
|
capture structs use `@@` (capture self):
|
|
|
|
```go
|
|
type Property struct {
|
|
Key string `@Ident "="`
|
|
Value *Value `@@`
|
|
}
|
|
```
|
|
|
|
Now that we can parse a `Property` we need to go back to the root of the
|
|
grammar. We want to parse 0 or more properties. To do this, we use `<expr>*`.
|
|
Participle will accumulate each match into the slice until matching fails,
|
|
then move to the next node in the grammar.
|
|
|
|
```go
|
|
type INI struct {
|
|
Properties []*Property `@@*`
|
|
}
|
|
```
|
|
|
|
> Note: tokens can also be accumulated into strings, appending each match.
|
|
|
|
## Complete, but limited, .ini grammar (top-level properties only)
|
|
|
|
We now have a functional, but limited, .ini parser!
|
|
|
|
```go
|
|
type INI struct {
|
|
Properties []*Property `@@*`
|
|
}
|
|
|
|
type Property struct {
|
|
Key string `@Ident "="`
|
|
Value *Value `@@`
|
|
}
|
|
|
|
type Value struct {
|
|
String *string ` @String`
|
|
Number *float64 `| @Float`
|
|
}
|
|
```
|
|
|
|
## Extending our grammar to support sections
|
|
|
|
Adding support for sections is simply a matter of utilising the constructs
|
|
we've just learnt. A section consists of a header identifier, and a sequence
|
|
of properties:
|
|
|
|
```go
|
|
type Section struct {
|
|
Identifier string `"[" @Ident "]"`
|
|
Properties []*Property `@@*`
|
|
}
|
|
```
|
|
|
|
Simple!
|
|
|
|
Now we just add a sequence of `Section`s to our root node:
|
|
|
|
```go
|
|
type INI struct {
|
|
Properties []*Property `@@*`
|
|
Sections []*Section `@@*`
|
|
}
|
|
```
|
|
|
|
And we're done!
|
|
|
|
## (Optional) Source positional information
|
|
|
|
If a grammar node includes a field with the name `Pos` and type `lexer.Position`, it will be automatically populated by positional information. eg.
|
|
|
|
```go
|
|
type Value struct {
|
|
Pos lexer.Position
|
|
String *string ` @String`
|
|
Number *float64 `| @Float`
|
|
}
|
|
```
|
|
|
|
This is useful for error reporting.
|
|
|
|
## Parsing using our grammar
|
|
|
|
To parse with this grammar we first construct the parser (we'll use the
|
|
default lexer for now):
|
|
|
|
```go
|
|
parser, err := participle.Build(&INI{})
|
|
```
|
|
|
|
Then create a root node and parse into it with `parser.Parse{,String,Bytes}()`:
|
|
|
|
```go
|
|
ini := &INI{}
|
|
err = parser.ParseString(`
|
|
age = 21
|
|
name = "Bob Smith"
|
|
|
|
[address]
|
|
city = "Beverly Hills"
|
|
postal_code = 90210
|
|
`, ini)
|
|
```
|
|
|
|
You can find the full example [here](_examples/ini/main.go), alongside
|
|
other examples including an SQL `SELECT` parser and a full
|
|
[Thrift](https://thrift.apache.org/) parser.
|