Visualization configuration and running of pipen pipelines on the web
Project description
pipen-board
Visualize configuration and running of pipen pipelines on the web.
Installation
pip install pipen-board
Usage
$ pipen board --help
Usage: pipen board [options] <pipeline> -- [pipeline options]
Visualize configuration and running of pipen pipelines on the web
Required Arguments:
pipeline The pipeline and the CLI arguments to run the pipeline. For the
pipeline either `/path/to/pipeline.py:<pipeline>` or
`<module.submodule>:<pipeline>` `<pipeline>` must be an instance of
`Pipen` and running the pipeline should be called under `__name__ ==
'__main__'.
Options:
-h, --help show help message and exit
--port PORT Port to serve the UI wizard [default: 18521]
--name NAME The name of the pipeline. Default to the pipeline class name. You
can use a different name to associate with a different set of
configurations.
--additional FILE Additional arguments for the pipeline, in YAML, INI, JSON or TOML
format. Can have sections `ADDITIONAL_OPTIONS` and `RUNNING_OPTIONS`
--dev Run the pipeline in development mode. This will print verbosal
logging information and reload the pipeline if a new instantce
starts when page reloads.
--root ROOT The root directory of the pipeline. [default: .]
--loglevel {auto,debug,info,warning,error,critical}
Logging level. If `auto`, set to `debug` if `--dev` is set,
otherwise `info` [default: auto]
Describing arguments in docstring
Docstring schema
class ProcessOrProcessGroup:
"""Short summary
Long description
Long description
Args:
arg1 (<metadata>): description
- subarg1 (<metadata>): description
- subarg2 (<metadata>): description
arg2 (<metadata>): description
<Other Sections>:
<content>
"""
The metadata can have multiple attributes, separated by semicolon (;
). For example:
arg1 (action=ns;required): description
Marks
You can mark a process using pipen.utils.mark(<mark>=<value>)
as a decorator to decorate a process. For example:
from pipen import Proc
from pipen.utils import mark
@mark(board_config_no_input=True)
class MyProc(Proc):
pass
Available marks:
board_config_no_input
: Whether to show the input section for the process in configuation page. Only affects the start processes. Default toFalse
.board_config_hidden
: Whether to hide the process options in the configuration page. Note that the process is still visible in the process list. Default toFalse
.
Metadata for arguments
Name | Description | Allowed values |
---|---|---|
action |
Like the action argument in argx *. |
store_true , store_false , ns , namespace , append , extend , clear_append , clear_extend (other values are allowed but ignore, they may be effective for CLI use) |
btype |
Board type (option type specified directly). If specified, action will be ignored |
ns , choice , mchoice , array , list , json , int , float , bool , str , text , auto * |
type |
Fallback for action and btype |
Same as btype |
flag |
Fallback for action=store_true |
No values needed |
text /mline /mlines |
Shortcut for btype=text |
No values needed |
ns /namespace |
Shortcut for btype=ns |
No values needed |
choices /choice |
Shortcut for btype=choice |
No values needed |
mchoices /mchoice |
Shortcut for btype=mchoice |
No values needed |
array /list |
Shortcut for btype=array /btype=list |
No values needed |
choices /choice |
Shortcut for btype=choice |
No values needed |
mchoices /mchoice |
Shortcut for btype=mchoice |
No values needed |
order |
The order of the argument in the UI. | Any integer |
readonly |
Whether the argument is readonly. | No values needed (True if specified, otherwise False) |
required |
Whether the argument is required. | No values needed (True if specified, otherwise False) |
placeholder |
The placeholder in the UI for the argument. | Any string |
bitype |
The type of the elements in an array or list. | int , float , bool , str , json , auto * |
itype |
Fallback for bitype |
Same as bitype |
argx*
: An argument parser for Python, compatible withargparse
.auto*
: Automatically infer the type from a string value.- Any of
True
,TRUE
,true
,False
,FALSE
,false
will be inferred as abool
value. - Any of
None
,NONE
,none
,null
,NULL
will be inferred asNone
. - Any integers will be inferred as
int
. - Any floats will be inferred as
float
. - Try to parse the value as JSON. If succeed, the value will be inferred as
json
. - Otherwise, the value will be inferred as
str
.
- Any of
Types of options in the UI
The type of an option in the UI is determined by the btype
, action
or type
metadata. If neither is specified, a PlainText
will be used.
BoolOption
: Shown as a switchTextOption
: Shown as a textarea (allow multiple lines)ChoiceOption
: Shown as a dropdown list (subarg1
andsubarg2
in the example above are used as the choices)MChoiceOption
: Shown as a multiple choice list (subarg1
andsubarg2
in the example above are used as the choices)JsonOption
: Shown as a textarea, but the value will be validated and parsed as JSONArrayOption
: Shown as a tag input. Items can be added or removed.AutoOption
: Shown as a 1-row textarea, and the value will be parsed automaticallyPlainText
: Shown as a plain text. No validation or parsing will be performed.MoreLikeOption
: Show as a box with buttons to add or remove sub-options. It's usally used together withns
type. If there is a sub-option under the option in the docstring wrapped by<...>
, it indicates that we may have more sub-options.
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