config

Documentation

Index

• Variables
• func BaseDockerImageName(projectDir string) string
• func CUDABaseImageFor(cuda string, cuDNN string) (string, error)
• func DockerImageName(projectDir string) string
• func GetProjectDir(customDir string) (string, error)
• func Validate(yamlConfig string, version string) error
• func ValidateConfig(config *Config, version string) error
• func ValidateSchema(schemaLoader, dataLoader gojsonschema.JSONLoader) error
• type ArgumentType
• type Build
• type CUDABaseImage
  • func (i *CUDABaseImage) ImageTag() string
  • func (i *CUDABaseImage) UnmarshalJSON(data []byte) error
• type Config
  • func DefaultConfig() *Config
  • func FromYAML(contents []byte) (*Config, error)
  • func GetConfig(customDir string) (*Config, string, error)
  • func (c *Config) CUDABaseImageTag() (string, error)
  • func (c *Config) PythonRequirementsForArch(goos string, goarch string) (string, error)
  • func (c *Config) ValidateAndComplete(projectDir string) error
• type Example
• type Image
• type RunArgument
• type Stats
• type TFCompatibility
  • func (compat *TFCompatibility) UnmarshalJSON(data []byte) error
• type TorchCompatibility
  • func (c *TorchCompatibility) TorchVersion() string
  • func (c *TorchCompatibility) TorchvisionVersion() string
• type Version

Variables

var CUDABaseImages []CUDABaseImage

var TFCompatibilityMatrix []TFCompatibility

var TorchCompatibilityMatrix []TorchCompatibility

Functions

func BaseDockerImageName

func BaseDockerImageName(projectDir string) string

BaseDockerImageName returns the Docker image name for base images

func CUDABaseImageFor

func CUDABaseImageFor(cuda string, cuDNN string) (string, error)

func DockerImageName

func DockerImageName(projectDir string) string

DockerImageName returns the default Docker image name for images

func GetProjectDir

func GetProjectDir(customDir string) (string, error)

Returns the project's root directory, or the directory specified by the --project-dir flag

func Validate

func Validate(yamlConfig string, version string) error

func ValidateConfig

func ValidateConfig(config *Config, version string) error

func ValidateSchema

func ValidateSchema(schemaLoader, dataLoader gojsonschema.JSONLoader) error

Types

type ArgumentType

type ArgumentType string

const (
	ArgumentTypeString ArgumentType = "str"
	ArgumentTypeInt    ArgumentType = "int"
	ArgumentTypeFloat  ArgumentType = "float"
	ArgumentTypeBool   ArgumentType = "bool"
	ArgumentTypePath   ArgumentType = "Path"
)

type Build

type Build struct {
	GPU                bool     `json:"gpu,omitempty" yaml:"gpu"`
	PythonVersion      string   `json:"python_version,omitempty" yaml:"python_version"`
	PythonRequirements string   `json:"python_requirements,omitempty" yaml:"python_requirements"`
	PythonPackages     []string `json:"python_packages,omitempty" yaml:"python_packages"` // Deprecated, but included for backwards compatibility
	Run                []string `json:"run,omitempty" yaml:"run"`
	SystemPackages     []string `json:"system_packages,omitempty" yaml:"system_packages"`
	PreInstall         []string `json:"pre_install,omitempty" yaml:"pre_install"` // Deprecated, but included for backwards compatibility
	CUDA               string   `json:"cuda,omitempty" yaml:"cuda"`
	CuDNN              string   `json:"cudnn,omitempty" yaml:"cudnn"`
	// contains filtered or unexported fields
}

type CUDABaseImage

type CUDABaseImage struct {
	Tag     string
	CUDA    string
	CuDNN   string
	IsDevel bool
	Ubuntu  string
}

func (*CUDABaseImage) ImageTag

func (i *CUDABaseImage) ImageTag() string

func (*CUDABaseImage) UnmarshalJSON

func (i *CUDABaseImage) UnmarshalJSON(data []byte) error

type Config

type Config struct {
	Build   *Build `json:"build" yaml:"build"`
	Image   string `json:"image,omitempty" yaml:"image"`
	Predict string `json:"predict,omitempty" yaml:"predict"`
}

func DefaultConfig

func DefaultConfig() *Config

func FromYAML

func FromYAML(contents []byte) (*Config, error)

func GetConfig

func GetConfig(customDir string) (*Config, string, error)

Loads and instantiates a Config object customDir can be specified to override the default - current working directory

func (*Config) CUDABaseImageTag

func (c *Config) CUDABaseImageTag() (string, error)

func (*Config) PythonRequirementsForArch

func (c *Config) PythonRequirementsForArch(goos string, goarch string) (string, error)

PythonRequirementsForArch returns a requirements.txt file with all the GPU packages resolved for given OS and architecture.

func (*Config) ValidateAndComplete

func (c *Config) ValidateAndComplete(projectDir string) error

type Example

type Example struct {
	Input  map[string]string `json:"input" yaml:"input"`
	Output string            `json:"output" yaml:"output"`
}

type Image

type Image struct {
	URI          string                  `json:"uri"`
	Created      time.Time               `json:"created"`
	RunArguments map[string]*RunArgument `json:"run_arguments"`
	TestStats    *Stats                  `json:"test_stats"`
	BuildFailed  bool                    `json:"build_failed"`
}

type RunArgument

type RunArgument struct {
	Type    ArgumentType `json:"type"`
	Default *string      `json:"default"`
	Min     *string      `json:"min"`
	Max     *string      `json:"max"`
	Options *[]string    `json:"options"`
	Help    *string      `json:"help"`
}

type Stats

type Stats struct {
	BootTime    float64 `json:"boot_time"`
	SetupTime   float64 `json:"setup_time"`
	RunTime     float64 `json:"run_time"`
	MemoryUsage uint64  `json:"memory_usage"`
	CPUUsage    float64 `json:"cpu_usage"`
}

type TFCompatibility

type TFCompatibility struct {
	TF           string
	TFCPUPackage string
	TFGPUPackage string
	CUDA         string
	CuDNN        string
	Pythons      []string
}

func (*TFCompatibility) UnmarshalJSON

func (compat *TFCompatibility) UnmarshalJSON(data []byte) error

type TorchCompatibility

type TorchCompatibility struct {
	Torch         string
	Torchvision   string
	Torchaudio    string
	FindLinks     string
	ExtraIndexURL string
	CUDA          *string
	Pythons       []string
}

func (*TorchCompatibility) TorchVersion

func (c *TorchCompatibility) TorchVersion() string

func (*TorchCompatibility) TorchvisionVersion

func (c *TorchCompatibility) TorchvisionVersion() string

type Version

type Version struct {
	ID       string            `json:"id"`
	Config   *Config           `json:"config"`
	Created  time.Time         `json:"created"`
	BuildIDs map[string]string `json:"build_ids"`
}