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.PHONY update-docs | ||
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update-docs: | ||
@echo "Updating docs..." | ||
@typer src/cdf/cli.py utils docs >docs/cli_reference.md | ||
@pydoc-markdown -I src/cdf >docs/api_reference.md | ||
@echo "Done." | ||
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# `main` | ||
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CDF (continuous data framework) is a framework for end to end data processing. | ||
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**Usage**: | ||
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```console | ||
$ main [OPTIONS] WORKSPACE COMMAND [ARGS]... | ||
``` | ||
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**Arguments**: | ||
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* `WORKSPACE`: [required] | ||
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**Options**: | ||
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* `-p, --path PATH`: Path to the project. [env var: CDF_ROOT; default: .] | ||
* `-d, --debug`: Enable debug mode. | ||
* `-e, --env TEXT`: Environment to use. | ||
* `--help`: Show this message and exit. | ||
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Made with [red]♥[/red] by [bold]z3z1ma[/bold]. | ||
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**Commands**: | ||
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* `discover`: :mag: Evaluates a :zzz: Lazy [b... | ||
* `execute-notebook`: :notebook: Execute a [b yellow]Notebook[/b... | ||
* `execute-script`: :hammer: Execute a [b yellow]Script[/b... | ||
* `head`: :wrench: Prints the first N rows of a [b... | ||
* `index`: :page_with_curl: Print an index of... | ||
* `init`: :art: Initialize a new project. | ||
* `jupyter-lab`: :notebook: Start a Jupyter Lab server. | ||
* `pipeline`: :inbox_tray: Ingest data from a [b... | ||
* `publish`: :outbox_tray: [b yellow]Publish[/b yellow]... | ||
* `spec`: :mag: Print the fields for a given spec type. | ||
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## `main discover` | ||
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:mag: Evaluates a :zzz: Lazy [b blue]pipeline[/b blue] and enumerates the discovered resources. | ||
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Args: | ||
ctx: The CLI context. | ||
pipeline: The pipeline in which to discover resources. | ||
no_quiet: Whether to suppress the pipeline stdout. | ||
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**Usage**: | ||
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```console | ||
$ main discover [OPTIONS] PIPELINE | ||
``` | ||
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**Arguments**: | ||
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* `PIPELINE`: The pipeline in which to discover resources. [required] | ||
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**Options**: | ||
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* `--no-quiet / --no-no-quiet`: Pipeline stdout is suppressed by default, this disables that. [default: no-no-quiet] | ||
* `--help`: Show this message and exit. | ||
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## `main execute-notebook` | ||
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:notebook: Execute a [b yellow]Notebook[/b yellow] within the context of the current workspace. | ||
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Args: | ||
ctx: The CLI context. | ||
notebook: The notebook to execute. | ||
params: The parameters to pass to the notebook as a json formatted string. | ||
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**Usage**: | ||
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```console | ||
$ main execute-notebook [OPTIONS] NOTEBOOK | ||
``` | ||
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**Arguments**: | ||
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* `NOTEBOOK`: The notebook to execute. [required] | ||
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**Options**: | ||
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* `--params TEXT`: The parameters to pass to the notebook as a json formatted string. [default: {}] | ||
* `--help`: Show this message and exit. | ||
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## `main execute-script` | ||
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:hammer: Execute a [b yellow]Script[/b yellow] within the context of the current workspace. | ||
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Args: | ||
ctx: The CLI context. | ||
script: The script to execute. | ||
quiet: Whether to suppress the script stdout. | ||
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**Usage**: | ||
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```console | ||
$ main execute-script [OPTIONS] SCRIPT | ||
``` | ||
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**Arguments**: | ||
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* `SCRIPT`: The script to execute. [required] | ||
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**Options**: | ||
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* `--quiet / --no-quiet`: Suppress the script stdout. [default: no-quiet] | ||
* `--help`: Show this message and exit. | ||
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## `main head` | ||
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:wrench: Prints the first N rows of a [b green]Resource[/b green] within a [b blue]pipeline[/b blue]. Defaults to [cyan]5[/cyan]. | ||
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This is useful for quickly inspecting data :detective: and verifying that it is coming over the wire correctly. | ||
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Args: | ||
ctx: The CLI context. | ||
pipeline: The pipeline to inspect. | ||
resource: The resource to inspect. | ||
n: The number of rows to print. | ||
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Raises: | ||
typer.BadParameter: If the resource is not found in the pipeline. | ||
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**Usage**: | ||
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```console | ||
$ main head [OPTIONS] PIPELINE RESOURCE | ||
``` | ||
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**Arguments**: | ||
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* `PIPELINE`: The pipeline to inspect. [required] | ||
* `RESOURCE`: The resource to inspect. [required] | ||
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**Options**: | ||
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* `-n, --rows INTEGER`: [default: 5] | ||
* `--help`: Show this message and exit. | ||
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## `main index` | ||
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:page_with_curl: Print an index of [b][blue]Pipelines[/blue], [red]Models[/red], [yellow]Publishers[/yellow][/b], and other components. | ||
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**Usage**: | ||
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```console | ||
$ main index [OPTIONS] | ||
``` | ||
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**Options**: | ||
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* `--help`: Show this message and exit. | ||
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## `main init` | ||
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:art: Initialize a new project. | ||
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**Usage**: | ||
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```console | ||
$ main init [OPTIONS] | ||
``` | ||
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**Options**: | ||
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* `--help`: Show this message and exit. | ||
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## `main jupyter-lab` | ||
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:notebook: Start a Jupyter Lab server. | ||
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**Usage**: | ||
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```console | ||
$ main jupyter-lab [OPTIONS] | ||
``` | ||
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**Options**: | ||
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* `--help`: Show this message and exit. | ||
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## `main pipeline` | ||
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:inbox_tray: Ingest data from a [b blue]pipeline[/b blue] into a data store where it can be [b red]Transformed[/b red]. | ||
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Args: | ||
ctx: The CLI context. | ||
pipeline_to_sink: The pipeline and sink separated by a colon. | ||
select: The resources to ingest as a sequence of glob patterns. | ||
exclude: The resources to exclude as a sequence of glob patterns. | ||
force_replace: Whether to force replace the write disposition. | ||
no_stage: Whether to disable staging the data in the sink. | ||
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**Usage**: | ||
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```console | ||
$ main pipeline [OPTIONS] PIPELINE_TO_SINK | ||
``` | ||
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**Arguments**: | ||
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* `PIPELINE_TO_SINK`: The pipeline and sink separated by a colon. [required] | ||
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**Options**: | ||
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* `-s, --select TEXT`: Glob pattern for resources to run. Can be specified multiple times. [default: (dynamic)] | ||
* `-x, --exclude TEXT`: Glob pattern for resources to exclude. Can be specified multiple times. [default: (dynamic)] | ||
* `-F, --force-replace`: Force the write disposition to replace ignoring state. Useful to force a reload of incremental resources. | ||
* `--no-stage`: Do not stage the data in the staging destination of the sink even if defined. | ||
* `--help`: Show this message and exit. | ||
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## `main publish` | ||
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:outbox_tray: [b yellow]Publish[/b yellow] data from a data store to an [violet]External[/violet] system. | ||
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Args: | ||
ctx: The CLI context. | ||
sink_to_publisher: The sink and publisher separated by a colon. | ||
skip_verification: Whether to skip the verification of the publisher dependencies. | ||
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**Usage**: | ||
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```console | ||
$ main publish [OPTIONS] SINK_TO_PUBLISHER | ||
``` | ||
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**Arguments**: | ||
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* `SINK_TO_PUBLISHER`: The sink and publisher separated by a colon. [required] | ||
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**Options**: | ||
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* `--skip-verification / --no-skip-verification`: Skip the verification of the publisher dependencies. [default: no-skip-verification] | ||
* `--help`: Show this message and exit. | ||
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## `main spec` | ||
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:mag: Print the fields for a given spec type. | ||
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Args: | ||
name: The name of the spec to print. | ||
json_schema: Whether to print the JSON schema for the spec. | ||
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**Usage**: | ||
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```console | ||
$ main spec [OPTIONS] NAME:{pipeline|publisher|script|notebook|sink|feature_flags} | ||
``` | ||
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**Arguments**: | ||
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* `NAME:{pipeline|publisher|script|notebook|sink|feature_flags}`: [required] | ||
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**Options**: | ||
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* `--json-schema / --no-json-schema`: [default: no-json-schema] | ||
* `--help`: Show this message and exit. | ||
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