id = "tangram"
name = "Tangram"
description = "Command-line tool to train and use machine learning models."
executables = ["tangram"]

[commands]
format = 1
label = "Tangram"
description = "Train a model from a CSV file or make predictions with one. The app and migrate commands are left out."
quality = "ai-draft"
base = "fig:tangram"
parser = { end_of_options = "--", interleave = "permute", long_equals = true, short_attached = true, short_bundles = false }

[[commands.source]]
id = "fig"
kind = "completion"
url = "https://github.com/withfig/autocomplete/blob/master/src/tangram.ts"
license = "MIT"

[[commands.subcommand]]
path = ["train"]
label = "Train a model"

[[commands.subcommand.source]]
id = "fig"
kind = "completion"
url = "https://github.com/withfig/autocomplete/blob/master/src/tangram.ts"
license = "MIT"

[[commands.subcommand.field]]
id = "file"
label = "Training CSV"
type = "path"
option = ["--file", "-f"]
path = { kind = "file", role = "input", must_exist = true }
sources = ["fig"]

[[commands.subcommand.field]]
id = "target"
label = "Target column"
type = "string"
option = ["--target", "-t"]
sources = ["fig"]

[[commands.subcommand.field]]
id = "output"
label = "Output .tangram file"
type = "path"
option = ["--output", "-o"]
path = { kind = "file", role = "output", must_exist = false }
effect = "overwrite"
sources = ["fig"]

[[commands.subcommand.field]]
id = "config"
label = "Config file"
type = "path"
option = ["--config", "-c"]
path = { kind = "file", role = "input", must_exist = true }
sources = ["fig"]

[[commands.subcommand.field]]
id = "file_train"
label = "Train CSV"
type = "path"
option = ["--file-train"]
path = { kind = "file", role = "input", must_exist = true }
sources = ["fig"]

[[commands.subcommand.field]]
id = "file_test"
label = "Test CSV"
type = "path"
option = ["--file-test"]
path = { kind = "file", role = "input", must_exist = true }
sources = ["fig"]

[[commands.subcommand.task]]
id = "train"
label = "Train from one CSV"
fields = ["file", "target", "output"]
required = ["file", "target"]

[[commands.subcommand.task]]
id = "split"
label = "Train with separate test file"
fields = ["file_train", "file_test", "target", "output"]
required = ["file_train", "file_test", "target"]

[[commands.subcommand.group]]
id = "basic"
label = "Basic"
fields = ["file", "target", "output"]

[[commands.subcommand.group]]
id = "advanced"
label = "Advanced"
fields = ["config", "file_train", "file_test"]

[[commands.subcommand]]
path = ["predict"]
label = "Make predictions"

[[commands.subcommand.source]]
id = "fig"
kind = "completion"
url = "https://github.com/withfig/autocomplete/blob/master/src/tangram.ts"
license = "MIT"

[[commands.subcommand.field]]
id = "model"
label = "Model"
type = "path"
option = ["--model", "-m"]
path = { kind = "file", role = "input", must_exist = true }
sources = ["fig"]

[[commands.subcommand.field]]
id = "file"
label = "Input CSV"
type = "path"
option = ["--file", "-f"]
description = "Defaults to standard input."
path = { kind = "file", role = "input", must_exist = true }
sources = ["fig"]

[[commands.subcommand.field]]
id = "output"
label = "Output file"
type = "path"
option = ["--output", "-o"]
description = "Defaults to standard output."
path = { kind = "file", role = "output", must_exist = false }
effect = "overwrite"
sources = ["fig"]

[[commands.subcommand.task]]
id = "predict"
label = "Predict"
fields = ["model", "file", "output"]
required = ["model"]

[[commands.subcommand.group]]
id = "basic"
label = "Basic"
fields = ["model", "file", "output"]