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dataset.go
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dataset.go
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// Package dataset contains the qri ("query") dataset document definition
// This package contains the base definition, as well as a number of
// subpackages that build from this base to add functionality as necessary
// Datasets take inspiration from HTML documents, deliniating semantic purpose
// to predefined tags of the document, but instead of orienting around
// presentational markup, dataset documents emphasize interoperability and
// composition. The principle encoding format for a dataset document is JSON.
//
// Alpha-Keys:
// Dataset documents are designed to produce consistent checksums when encoded
// for storage & transmission. To keep hashing consistent map keys are sorted
// lexographically for encoding. This applies to all fields of a dataset
// document except the body of a dataaset, where users may need to dictate the
// ordering of map keys
//
// Pod ("Plain old Data") Pattern:
// To maintain high interoperability, dataset documents must support encoding &
// decoding ("coding", or "serialization") to and from many formats, fields of
// dataset documents that leverage "exotic" custom types are acommpanied by a
// "Plain Old Data" variant, denoted by a "Pod" suffix in their name
// Plain-Old-Data variants use only basic go types:
// string, bool, int, float64, []interface{}, etc.
// and have methods for clean encoding and decoding to their exotic forms
package dataset
import (
"context"
"encoding/json"
"fmt"
"strings"
"time"
"github.com/qri-io/qfs"
)
// Dataset is a document for describing & storing structured data.
// Dataset documents are designed to satisfy the FAIR principle of being
// Findable, Accessible, Interoperable, and Reproducible, in relation to other
// dataset documents, and related-but-separate technologies such as data
// catalogs, HTTP API's, and data package formats
// Datasets are designed to be stored and distributed on content-addressed
// (identify-by-hash) systems
// The dataset document definition is built from a research-first principle,
// valuing direct interoperability with existing standards over novel
// definitions or specifications
type Dataset struct {
// body file reader, doesn't serialize
bodyFile qfs.File
// Body represents dataset data with native go types.
// Datasets have at most one body. Body, BodyBytes, and BodyPath
// work together, often with only one field used at a time
Body interface{} `json:"body,omitempty"`
// BodyBytes is for representing dataset data as a slice of bytes
BodyBytes []byte `json:"bodyBytes,omitempty"`
// BodyPath is the path to the hash of raw data as it resolves on the network
BodyPath string `json:"bodyPath,omitempty"`
// Commit contains author & change message information that describes this
// version of a dataset
Commit *Commit `json:"commit,omitempty"`
// ID is an identifier string for this dataset.
ID string `json:"id,omitempty"`
// Meta contains all human-readable meta about this dataset intended to aid
// in discovery and organization of this document
Meta *Meta `json:"meta,omitempty"`
// name reference for this dataset, transient
Name string `json:"name,omitempty"`
// Location of this dataset, transient
Path string `json:"path,omitempty"`
// Peername of dataset owner, transient
Peername string `json:"peername,omitempty"`
// PreviousPath connects datasets to form a historical merkle-DAG of snapshots
// of this document, creating a version history
PreviousPath string `json:"previousPath,omitempty"`
// ProfileID of dataset owner, transient
ProfileID string `json:"profileID,omitempty"`
// Readme is a path to the readme file for this dataset
Readme *Readme `json:"readme,omitempty"`
// Number of versions this dataset has, transient
NumVersions int `json:"numVersions,omitempty"`
// Qri is a key for both identifying this document type, and versioning the
// dataset document definition itself. derived
Qri string `json:"qri"`
// Structure of this dataset
Structure *Structure `json:"structure,omitempty"`
// Stats is a component containing statistical metadata about the dataset body
Stats *Stats `json:"stats,omitempty"`
// Transform is a path to the transformation that generated this resource
Transform *Transform `json:"transform,omitempty"`
// Viz stores configuration data related to representing a dataset as
// a visualization
Viz *Viz `json:"viz,omitempty"`
}
// IsEmpty checks to see if dataset has any fields other than the Path & Qri fields
func (ds *Dataset) IsEmpty() bool {
return ds.Body == nil &&
ds.BodyBytes == nil &&
ds.BodyPath == "" &&
ds.Commit == nil &&
ds.ID == "" &&
ds.Meta == nil &&
ds.Name == "" &&
ds.Peername == "" &&
ds.PreviousPath == "" &&
ds.ProfileID == "" &&
ds.Structure == nil &&
ds.Transform == nil &&
ds.Readme == nil &&
ds.Stats == nil &&
ds.Viz == nil
}
// NewDatasetRef creates a Dataset pointer with the internal
// path property specified, and no other fields.
func NewDatasetRef(path string) *Dataset {
return &Dataset{Path: path}
}
// PathMap converts all path references in a dataset into a map keyed by
// component name. Keys are only present in the map if the component exists
// on the dataset. Present components that do not have a path are represented
// by the empty string
// any components specified in ignore are omitted from the map
func (ds *Dataset) PathMap(ignore ...string) map[string]string {
igMap := map[string]bool{}
for _, ignore := range ignore {
igMap[ignore] = true
}
componentPaths := map[string]string{}
if ds == nil {
return componentPaths
}
if ds.BodyPath != "" && !igMap["body"] {
componentPaths["body"] = ds.BodyPath
}
if ds.Commit != nil && !igMap["commit"] {
componentPaths["commit"] = ds.Commit.Path
}
if ds.Meta != nil && !igMap["meta"] {
componentPaths["meta"] = ds.Meta.Path
}
if ds.Path != "" && !igMap["dataset"] {
componentPaths["dataset"] = ds.Path
}
if ds.Readme != nil && !igMap["readme"] {
componentPaths["readme"] = ds.Readme.Path
}
if ds.Structure != nil && !igMap["structure"] {
componentPaths["structure"] = ds.Structure.Path
}
if ds.Transform != nil && !igMap["transform"] {
componentPaths["transform"] = ds.Transform.Path
}
if ds.Viz != nil && !igMap["viz"] {
componentPaths["viz"] = ds.Viz.Path
}
if ds.Stats != nil && !igMap["stats"] {
componentPaths["stats"] = ds.Stats.Path
}
return componentPaths
}
// SigningBytes produces a set of bytes for signing to establish authorship of a
// dataset. The signing bytes is a newline-delimited, alpha-sorted list of
// components within the dataset, where each component is identified by a two
// letter prefix and a colon ':' character:
//
// two_letter_component_type ':' component_value
//
// the component value for all components except commit is the path of the
// component. For the commit component, the value is the value of
// commit.Timestamp in nanosecond-RFC3339 format, UTC timezone
//
// When used in conjunction with a merkelizd filesystem path values are also
// content checksums. A signature of SigningBytes on a merkelized filesystem
// affirms time, author, and contents
// When used in with a mutable filesystem, SigningBytes is a weaker claim that
// only affirms time, author, and path values
func (ds *Dataset) SigningBytes() []byte {
var sigComponents []string
if ds.ID != "" {
sigComponents = append(sigComponents, fmt.Sprintf("id:%s", ds.ID))
}
if ds.BodyPath != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindBody, ds.BodyPath))
}
if ds.Commit != nil && !ds.Commit.Timestamp.IsZero() {
sigComponents = append(sigComponents, ComponentTypePrefix(KindCommit, ds.Commit.Timestamp.UTC().Format(time.RFC3339)))
}
if ds.Meta != nil && ds.Meta.Path != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindMeta, ds.Meta.Path))
}
if ds.Readme != nil && ds.Readme.Path != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindReadme, ds.Readme.Path))
}
if ds.Structure != nil && ds.Structure.Path != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindStructure, ds.Structure.Path))
}
if ds.Transform != nil && ds.Transform.Path != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindTransform, ds.Transform.Path))
}
if ds.Stats != nil && ds.Stats.Path != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindStats, ds.Stats.Path))
}
if ds.Viz != nil && ds.Viz.Path != "" {
sigComponents = append(sigComponents, ComponentTypePrefix(KindViz, ds.Viz.Path))
}
return []byte(strings.Join(sigComponents, "\n"))
}
// SignableBytes produces the portion of a commit message used for signing
// the format for signable bytes is:
// * commit timestamp in nanosecond-RFC3339 format, UTC timezone
// * newline character
// * dataset structure checksum string
// checksum string should be a base58-encoded multihash of the dataset data
// DEPRECATED - use SigningBytes instead
func (ds *Dataset) SignableBytes() ([]byte, error) {
if ds.Commit == nil {
return nil, fmt.Errorf("commit is required")
}
if ds.Structure == nil {
return nil, fmt.Errorf("structure is required")
}
return []byte(fmt.Sprintf("%s\n%s", ds.Commit.Timestamp.UTC().Format(time.RFC3339), ds.Structure.Checksum)), nil
}
// DropTransientValues removes values that cannot be recorded when the
// dataset is rendered immutable, usually by storing it in a cafs
// note that DropTransientValues does *not* drop the transient values of child
// components of a dataset, each component's DropTransientValues method must be
// called separately
func (ds *Dataset) DropTransientValues() {
ds.Body = nil
ds.BodyBytes = nil
ds.Name = ""
ds.Peername = ""
ds.Path = ""
ds.ProfileID = ""
ds.NumVersions = 0
}
// DropDerivedValues resets all set-on-save fields to their default values
func (ds *Dataset) DropDerivedValues() {
ds.Qri = ""
ds.Path = ""
if ds.Commit != nil {
ds.Commit.DropDerivedValues()
}
if ds.Meta != nil {
ds.Meta.DropDerivedValues()
}
if ds.Structure != nil {
ds.Structure.DropDerivedValues()
}
if ds.Transform != nil {
ds.Transform.DropDerivedValues()
}
if ds.Readme != nil {
ds.Readme.DropDerivedValues()
}
if ds.Stats != nil {
ds.Stats.DropDerivedValues()
}
if ds.Viz != nil {
ds.Viz.DropDerivedValues()
}
}
var (
// ErrNoBody occurs when a dataset has no body component, but one is expected
ErrNoBody = fmt.Errorf("dataset has no body component")
// ErrInlineBody is the error for attempting to generate a body file when
// body data is stored as native go types
ErrInlineBody = fmt.Errorf("dataset body is inlined")
// ErrNoResolver is an error for missing-but-needed resolvers
ErrNoResolver = fmt.Errorf("no resolver available to fetch path")
)
// OpenBodyFile sets the byte stream of file data, prioritizing:
// * erroring when the body is inline
// * creating an in-place file from bytes
// * passing BodyPath to the resolver
// once resolved, the file is set to an internal field, which is
// accessible via the BodyFile method. separating into two steps
// decouples loading from access
func (ds *Dataset) OpenBodyFile(ctx context.Context, resolver qfs.PathResolver) (err error) {
if ds.Body != nil {
// TODO (b5): this needs thought. Ideally we'd be able to delay
// decoding of inline data to present a stream of bytes here but that would
// require acrobatics like preserving the format the dataset itself was decoded from.
// first glance would be to include an opt-in interface on qfs.File that carries
// a data format field, have an "OpenDataset" func that reads & decodes from a
// byte stream, have that method set the internal type, or maybe use that
// same method to redirect Body to BodyBytes. Either way this feels like it
// violates our plain-old-data pattern.
// another option: always use the same data format. CBOR? encoding/gob?
// option 3: require structure match dataset encoding format for this
// exact reason. infor dataset data format to match when missing
return ErrInlineBody
}
if ds.BodyBytes != nil {
bodyPath := ds.BodyPath
if bodyPath == "" {
bodyPath = "body"
}
ds.bodyFile = qfs.NewMemfileBytes(bodyPath, ds.BodyBytes)
return nil
}
if ds.BodyPath == "" {
// nothing to resolve
return nil
}
if resolver == nil {
return ErrNoResolver
}
ds.bodyFile, err = resolver.Get(ctx, ds.BodyPath)
if err != nil {
return fmt.Errorf("opening dataset.bodyPath '%s': %s", ds.BodyPath, err)
}
return
}
// SetBodyFile assigns the bodyFile.
func (ds *Dataset) SetBodyFile(file qfs.File) {
ds.bodyFile = file
}
// BodyFile exposes bodyFile if one is set. Callers that use the file in any
// way (eg. by calling Read) should consume the entire file and call Close
func (ds *Dataset) BodyFile() qfs.File {
if ds == nil {
return nil
}
return ds.bodyFile
}
// Assign collapses all properties of a group of datasets onto one.
// this is directly inspired by Javascript's Object.assign
func (ds *Dataset) Assign(datasets ...*Dataset) {
for _, d := range datasets {
if d == nil {
continue
}
// transient values
if d.Body != nil {
ds.Body = d.Body
}
if d.BodyBytes != nil {
ds.BodyBytes = d.BodyBytes
}
if d.bodyFile != nil {
ds.bodyFile = d.bodyFile
}
if d.BodyPath != "" {
ds.BodyPath = d.BodyPath
}
if ds.Commit == nil && d.Commit != nil {
ds.Commit = d.Commit
} else if ds.Commit != nil {
ds.Commit.Assign(d.Commit)
}
if ds.ID == "" && d.ID != "" {
ds.ID = d.ID
}
if ds.Meta == nil && d.Meta != nil {
ds.Meta = d.Meta
} else if ds.Meta != nil {
ds.Meta.Assign(d.Meta)
}
if d.Name != "" {
ds.Name = d.Name
}
if d.Path != "" {
ds.Path = d.Path
}
if d.Peername != "" {
ds.Peername = d.Peername
}
if d.PreviousPath != "" {
ds.PreviousPath = d.PreviousPath
}
if d.ProfileID != "" {
ds.ProfileID = d.ProfileID
}
if ds.Stats == nil && d.Stats != nil {
ds.Stats = d.Stats
} else if ds.Stats != nil {
ds.Stats.Assign(d.Stats)
}
if ds.Structure == nil && d.Structure != nil {
ds.Structure = d.Structure
} else if ds.Structure != nil {
ds.Structure.Assign(d.Structure)
}
if ds.Transform == nil && d.Transform != nil {
ds.Transform = d.Transform
} else if ds.Transform != nil {
ds.Transform.Assign(d.Transform)
}
if ds.Viz == nil && d.Viz != nil {
ds.Viz = d.Viz
} else if ds.Viz != nil {
ds.Viz.Assign(d.Viz)
}
if ds.Readme == nil && d.Readme != nil {
ds.Readme = d.Readme
} else if ds.Readme != nil {
ds.Readme.Assign(d.Readme)
}
// TODO - wut dis?
ds.Commit.Assign(d.Commit)
}
}
// MarshalJSON uses a map to combine meta & standard fields.
// Marshalling a map[string]interface{} automatically alpha-sorts the keys.
func (ds *Dataset) MarshalJSON() ([]byte, error) {
// if we're dealing with an empty object that has a path specified, marshal to a string instead
// TODO - check all fields
if ds.Path != "" && ds.IsEmpty() {
return json.Marshal(ds.Path)
}
if ds.Qri == "" {
ds.Qri = KindDataset.String()
}
return json.Marshal(_dataset(*ds))
}
// internal struct for json unmarshaling
type _dataset Dataset
// UnmarshalJSON implements json.Unmarshaller
func (ds *Dataset) UnmarshalJSON(data []byte) error {
// first check to see if this is a valid path ref
var path string
if err := json.Unmarshal(data, &path); err == nil {
*ds = Dataset{Path: path}
return nil
}
d := _dataset{}
if err := json.Unmarshal(data, &d); err != nil {
return fmt.Errorf("unmarshaling dataset: %s", err.Error())
}
*ds = Dataset(d)
return nil
}
// UnmarshalDataset tries to extract a dataset type from an empty
// interface. Pairs nicely with datastore.Get() from github.com/ipfs/go-datastore
func UnmarshalDataset(v interface{}) (*Dataset, error) {
switch r := v.(type) {
case *Dataset:
return r, nil
case Dataset:
return &r, nil
case []byte:
dataset := &Dataset{}
err := json.Unmarshal(r, dataset)
return dataset, err
default:
err := fmt.Errorf("couldn't parse dataset, value is invalid type")
return nil, err
}
}