package conformist
Conformist allows you to define schemas to decode, validate and sanitize input data declaratively
Install
Dune Dependency
Authors
Maintainers
Sources
0.8.0.tar.gz
md5=a428f6d935fdb92aa0a8dfebf1ddbf2e
sha512=e61ba1a6c746b84e2f3df700de68869eba26433de3b6c428f0b97174d0781dac8c5ff107793506f68cf4aff2b947f11e116c5721d5ad75c3677bf98f249ac41e
doc/src/conformist/core.ml.html
Source file core.ml
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module type CONFORMIST = sig type error_msg (** {1 Fields} Every member of the list in the example is a field. Use the provided [fold_left] to traverse the list of fiels. Helper functions are provided that operate on fields. *) module Field : sig (** A field of type [('meta, 'a) t] represents the static type ['a] and it can hold arbitrary meta data of type ['meta]. That meta data can be used to build functionality on top of conformist. *) type ('meta, 'a) t type (_, _, _) list = | [] : ('meta, 'ty, 'ty) list | ( :: ) : ('meta, 'a) t * ('meta, 'b, 'ty) list -> ('meta, 'a -> 'b, 'ty) list (** A [list] is a list of fields. Note that this is not the list from [List.t] so make sure to open this scope locally when defining a list of fields. *) type _ any_field = AnyField : ('meta, 'a) t -> 'meta any_field (** [meta field] returns an optional meta data of a [field]. This can be used to store arbitrary meta data in each field. Note that the type of the meta data has to be the same for all fields. *) val meta : 'a any_field -> 'a option (** [name field] returns the name of the [field], which uniquely identifies the field within one schema. *) val name : 'a any_field -> string (** [validate field values] decodes [values] and runs the [field]'s validation logic on the decoded values. Both decoding and validation might fail, which results in an error string. *) val validate : 'a any_field -> string List.t -> error_msg option (** [optional field] returns [true] if the [field] is optional and [false] otherwise. *) val optional : 'a any_field -> bool [@@deprecated "Please use is_optional instead"] (** [is_optional field] returns [true] if the [field] is optional and [false] otherwise. *) val is_optional : 'a any_field -> bool (** [type_ field] returns a string representation of the type of [field]. *) val type_ : 'a any_field -> string (** [encode_default field] tries to encode the default value if present and to return it as string. *) val encode_default : 'a any_field -> string List.t end (** A ['a decoder] tries to turn values into a value of type ['a]. It returns a descriptive errors message upon failure. *) type 'a decoder = string list -> ('a, error_msg) result (** A ['a encoder] encodes a value of type ['a] into a list of strings. *) type 'a encoder = 'a -> string list (** A ['a validator] takes something of type ['a] and returns an error string if validation fails, [None] if everything is ok *) type 'a validator = 'a -> error_msg option (** Use [custom decoder encoder ?default ?type_ ?meta ?validator field_name] to create a field with a custom type that is not supported out-of-the box. Provide a custom [decoder] with a descriptive error message so conformist knows how to turn a string into your custom value. A string representation of the static [type_] can also be provided, by default the [field_name] is taken. A [default] value can be provided. *) val custom : 'a decoder -> 'a encoder -> ?default:'a -> ?type_:string -> ?meta:'b -> ?validator:'a validator -> string -> ('b, 'a) Field.t (** [optional ?meta field] turns a [field] into an optional field. If the field does not exist in the input data or if the associated value in the input data is an empty list, the value is [None]. If the data is not provided in the input at all, no validation logic is executed. Example: {[ let make name address = { name; address } in let schema = Conformist.(make [ string "name"; optional (string "address") ] make) in (* Decoding fails *) let decoded = Conformist.decode schema [] in (* Validation fails *) let validated = Conformist.validate [] in (* Decoding succeeds, address is [None] *) let decoded = Conformist.decode schema [ "name", [ "Walter" ] ] in let decoded = Conformist.decode schema [ "name", [ "Walter" ]; "address", [] ] in (* Validation succeeds *) let validated = Conformist.validate [ "name", [ "Walter" ] ] in () ]} *) val optional : ?meta:'a -> ('b, 'c) Field.t -> ('a, 'c option) Field.t (** [list ?default ?meta field] returns a field that decodes to a list of [field]. [default] is an optional default value for the field. [meta] is optional meta data that is attached to the field. This is useful when implementing features on top of conformist. *) val list : ?default:'c list -> ?meta:'a -> ('b, 'c) Field.t -> ('a, 'c list) Field.t (** [bool ?default ?meta ?msg field_name] returns a field with name [field_name] that decodes to a [bool]. [default] is an optional default value for the field. [meta] is optional meta data that is attached to the field. This is useful when implementing features on top of conformist. [msg] is the decode error message that is returned if {!decode} fails. *) val bool : ?default:bool -> ?meta:'a -> ?msg:error_msg -> string -> ('a, bool) Field.t (** [float ?default ?meta ?msg ?validator field_name] returns a field with name [field_name] that decodes to [float]. [default] is an optional default value for the field. [meta] is optional meta data that is attached to the field. This is useful when implementing features on top of conformist. [msg] is the decode error message that is returned if {!decode} fails. [validator] is an optional validator that is run when calling {!validate}. By default, no validation logic is executed. This means that if a value decodes, it is valid. *) val float : ?default:float -> ?meta:'a -> ?msg:error_msg -> ?validator:float validator -> string -> ('a, float) Field.t (** [int ?meta ?msg ?validator field_name] returns a field with name [field_name] that decodes to [int]. [default] is an optional default value for the field. [meta] is optional meta data that is attached to the field. This is useful when implementing features on top of conformist. [msg] is the decode error message that is returned if {!decode} fails. [validator] is an optional validator that is run when calling {!validate}. By default, no validation logic is executed. This means that if a value decodes, it is valid. *) val int : ?default:int -> ?meta:'a -> ?msg:error_msg -> ?validator:int validator -> string -> ('a, int) Field.t (** [string ?meta ?validator field_name] return a field with name [field_name] that decodes to [string]. [default] is an optional default value for the field. [meta] is optional meta data that is attached to the field. This is useful when implementing features on top of conformist. [msg] is the decode error message that is returned if {!decode} fails. [validator] is an optional validator that is run when calling {!validate}. By default, no validation logic is executed. This means that if a value decodes, it is valid. *) val string : ?default:string -> ?meta:'a -> ?msg:error_msg -> ?validator:string validator -> string -> ('a, string) Field.t (** Don't use [date], use {!datetime} instead.*) val date : ?default:Ptime.date -> ?meta:'a -> ?msg:error_msg -> ?validator:(int * int * int) validator -> string -> ('a, Ptime.date) Field.t [@@ocaml.deprecated "Use [Conformist.datetime] instead."] (** [datetime ?default ?meta ?validator field_name] returns a field with name [field_name] that decodes to [datetime]. [default] is an optional default value for the field. [meta] is optional meta data that is attached to the field. This is useful when implementing features on top of conformist. [msg] is the decode error message that is returned if {!decode} fails. [validator] is an optional validator that is run when calling {!validate}. By default, no validation logic is executed. This means that if a value decodes, it is valid. *) val datetime : ?default:Ptime.t -> ?meta:'a -> ?msg:error_msg -> ?validator:Ptime.t validator -> string -> ('a, Ptime.t) Field.t (** {1 Schema} A schema is a list of fields. Input data can be decoded and validated using a schema. *) (** [t] is a conformist schema. *) type ('meta, 'ctor, 'ty) t (** [empty] creates an empty schema. *) val empty : ('a, unit, unit) t (** [make fields constructor] create a schema. *) val make : ('a, 'b, 'c) Field.list -> 'b -> ('a, 'b, 'c) t (** [fold_left ~f ~init schema] traverses the list of fields of [schema]. Use the functions in {!Field} to work with a generic field. *) val fold_left : f:('res -> 'meta Field.any_field -> 'res) -> init:'res -> ('meta, 'args, 'ty) t -> 'res (** An error [(field, value, error_message)] is used to for decoding errors and validation errors. [field] is the field name of the input that failed to decode or validate, [values] are the input values (if they were provided) and [error_message] is the decoding or validation error message. An empty list of [error] means that the schema is valid. *) type error = string * string list * error_msg (** The [input] represents unsafe data that needs to be decoded and validated. This is typically some user input. *) type input = (string * string list) list (** [decode schema input] returns the decoded value of type ['ty] by decoding the [input] using the [schema]. No validation logic is executed in this step. *) val decode : ('meta, 'ctor, 'ty) t -> input -> ('ty, error) result (** [validate schema input] returns a list of validation errors by running the validators defined in [schema] on the [input] data. An empty list implies that there are no validation errors and that the input is valid according to the schema. Note that [input] that has no validation errors might still fail to decode, depending on the validation functions specified in [schema]. *) val validate : ('meta, 'ctor, 'ty) t -> input -> error list (** [decode_and_validate schema input] returns the decoded and validated value of type ['ty] by decoding the [input] using the [schema] and running its validators. Use [decode_and_validate] to combine the functions [decode] and [validate] and to either end up with the decoded value or all errors that happened during the decoding and validation steps. *) val decode_and_validate : ('meta, 'ctor, 'ty) t -> input -> ('ty, error list) Result.t end module type ERROR = sig type error val invalid_bool : error val invalid_float : error val invalid_int : error val invalid_string : error val invalid_date : error val invalid_datetime : error val no_value : error val of_string : string -> error end module Make (Error : ERROR) = struct type error_msg = Error.error type 'a decoder = string list -> ('a, Error.error) result type 'a encoder = 'a -> string list type 'a validator = 'a -> Error.error option let always_valid _ = None module Field = struct type ('meta, 'a) t = { name : string ; meta : 'meta option ; default : 'a option ; decoder : 'a decoder ; encoder : 'a encoder ; type_ : string ; validator : 'a validator ; optional : bool } type (_, _, _) list = | [] : ('meta, 'ty, 'ty) list | ( :: ) : ('meta, 'a) t * ('meta, 'b, 'ty) list -> ('meta, 'a -> 'b, 'ty) list type _ any_field = AnyField : ('meta, 'a) t -> 'meta any_field let meta (AnyField field) = field.meta let name (AnyField field) = field.name let validate (AnyField field) input = match field.decoder input with | Ok value -> field.validator value | Error msg -> Some msg ;; let optional (AnyField field) = field.optional let is_optional (AnyField field) = field.optional let type_ (AnyField field) = field.type_ let encode_default (AnyField field) : string List.t = match field.default with | Some v -> field.encoder v | None -> [] ;; let make name meta decoder encoder default type_ validator optional = { name; meta; default; decoder; encoder; type_; validator; optional } ;; let make_custom decoder encoder ?default ?type_ ?meta ?(validator = always_valid) name = let type_ = Option.value type_ ~default:name in make name meta decoder encoder default type_ validator false ;; let make_optional ?meta field = let decoder strings = match field.decoder strings, strings with (* Decoding succeeds with nothing when no strings provided *) | _, [] -> Ok None | Ok result, _ -> Ok (Some result) | Error msg, _ -> Error msg in let validator a = match a with | Some a -> field.validator a | None -> None in let encoder a = match a with | Some a -> field.encoder a | None -> [ "None" ] in let default = match field.default with | Some d -> Some (Some d) | None -> None in make field.name meta decoder encoder default field.type_ validator true ;; let make_list ?default ?meta field = let decoder (l : string List.t) : ('a List.t, Error.error) result = List.fold_left (fun res (el : string) -> match res, field.decoder [ el ] with | Ok result, Ok el -> Ok (List.cons el result) | Ok _, Error msg -> Error msg | Error msg, _ -> Error msg) (Ok []) l |> Result.map List.rev in let validator l = List.fold_left (fun res el -> match res, field.validator el with | None, None -> None | None, Some msg -> Some msg | Some msg, _ -> Some msg) None l in let encoder (a : 'a List.t) = List.map field.encoder a |> List.concat in make field.name meta decoder encoder default field.type_ validator true ;; let make_bool ?default ?meta ?(msg = Error.invalid_bool) name = let decoder input = try Ok (bool_of_string (List.hd input)) with | _ -> Error msg in let encoder input = List.[ string_of_bool input ] in make name meta decoder encoder default "bool" always_valid false ;; let make_float ?default ?meta ?(msg = Error.invalid_float) ?(validator = always_valid) name = let decoder string = try Ok (float_of_string (List.hd string)) with | _ -> Error msg in let encoder input = List.[ string_of_float input ] in make name meta decoder encoder default "float" validator false ;; let make_int ?default ?meta ?(msg = Error.invalid_int) ?(validator = always_valid) name = let decoder string = try Ok (int_of_string (List.hd string)) with | _ -> Error msg in let encoder input = List.[ string_of_int input ] in make name meta decoder encoder default "int" validator false ;; let make_string ?default ?meta ?(msg = Error.invalid_string) ?(validator = always_valid) name = let decoder input = try Ok (List.hd input) with | _ -> Error msg in let encoder id = List.[ id ] in make name meta decoder encoder default "string" validator false ;; let make_date ?default ?meta ?(msg = Error.invalid_date) ?(validator = always_valid) name = let decoder input = try match String.split_on_char '-' (List.hd input) with | [ y; m; d ] -> (match int_of_string_opt y, int_of_string_opt m, int_of_string_opt d with | Some y, Some m, Some d -> Ok (y, m, d) | _ -> Error msg) | _ -> Error msg with | _ -> Error msg in let encoder (y, m, d) = List.[ Format.sprintf "%d-%d-%d" y m d ] in make name meta decoder encoder default "date" validator false ;; let make_datetime ?default ?meta ?(msg = Error.invalid_datetime) ?(validator = always_valid) name = let decoder string = try match Ptime.of_rfc3339 (List.hd string) with | Ok (timestamp, _, _) -> Ok timestamp | Error (`RFC3339 (_, _)) -> Error msg with | _ -> Error msg in let encoder ptime = List.[ Ptime.to_rfc3339 ptime ] in make name meta decoder encoder default "time" validator false ;; end let custom = Field.make_custom let optional = Field.make_optional let list = Field.make_list let bool = Field.make_bool let float = Field.make_float let int = Field.make_int let string = Field.make_string let date = Field.make_date let datetime = Field.make_datetime type ('meta, 'ctor, 'ty) t = { fields : ('meta, 'ctor, 'ty) Field.list ; ctor : 'ctor } let empty = { fields = Field.[]; ctor = () } let make fields ctor = { fields; ctor } let rec fold_left' : type ty args. f:('res -> 'meta Field.any_field -> 'res) -> init:'res -> ('meta, args, ty) Field.list -> 'res = fun ~f ~init fields -> match fields with | [] -> init | field :: fields -> fold_left' ~f ~init:(f init (AnyField field)) fields ;; let fold_left ~f ~init schema = fold_left' ~f ~init schema.fields type error = string * string list * Error.error type input = (string * string list) list let validate (schema : ('meta, 'ctor, 'ty) t) (input : (string * string list) list) : error list = let f errors field = let name = Field.name field in match List.assoc name input with | values -> (match Field.validate field values with | Some msg -> List.cons (name, values, msg) errors | None -> errors) | exception Not_found -> (match Field.is_optional field, Field.encode_default field with | true, List.[] -> errors | false, List.[] -> List.cons (name, [], Error.no_value) errors | _, default -> (match Field.validate field default with | Some msg -> List.cons (name, [], msg) errors | None -> errors)) in fold_left ~f ~init:[] schema |> List.rev ;; let rec decode : type meta ctor ty. (meta, ctor, ty) t -> (string * string list) list -> (ty, error) Result.t = fun { fields; ctor } fields_assoc -> let open! Field in match fields with | [] -> Ok ctor | field :: fields -> let handle_missing = match field.decoder [] with | Ok value -> (match ctor value with | ctor -> decode { fields; ctor } fields_assoc | exception exn -> let msg = Error.of_string (Printexc.to_string exn) in Error (field.name, [], msg)) | Error msg -> Error (field.name, [], msg) in (match List.assoc field.name fields_assoc with | [] -> (match field.default with | Some value -> (match ctor value with | ctor -> decode { fields; ctor } fields_assoc | exception exn -> let msg = Error.of_string (Printexc.to_string exn) in Error (field.name, [], msg)) | None -> handle_missing) | values -> (match field.decoder values with | Ok value -> (match ctor value with | ctor -> decode { fields; ctor } fields_assoc | exception exn -> let msg = Error.of_string (Printexc.to_string exn) in Error (field.name, values, msg)) | Error msg -> Error (field.name, values, msg)) | exception Not_found -> (match field.default, Field.is_optional @@ AnyField field with | Some value, _ -> (match ctor value with | ctor -> decode { fields; ctor } fields_assoc | exception exn -> let msg = Error.of_string (Printexc.to_string exn) in let values = match field.default with | Some default -> field.encoder default | None -> [] in Error (field.name, values, msg)) | None, false -> Error (field.name, [], Error.no_value) | None, true -> handle_missing)) ;; let decode_and_validate schema input = let validation_errors = validate schema input in match decode schema input, validation_errors with | Ok value, [] -> Ok value | Ok _, validation_errors -> Error validation_errors | Error (field_name, value, msg), validation_errors -> validation_errors |> List.filter (fun (name, _, _) -> not (String.equal name field_name)) |> List.cons (field_name, value, msg) |> Result.error ;; end
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