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for -consistent behavior. +Executing workflows on the LatchBio platform is heavily encouraged for consistent behavior. -Workflows often deal with enormous files that are too large for local -development environments and sometimes require computing resources that cannot -be accommodated by local machines or are just unavailable (eg. GPUs). Thus, -there are many cases when local executions with smaller files or reduced -resources may behave differently than on properly configured cloud -infrastructure. Local execution should never be a substitute for testing -workflow logic on the platform itself. +Workflows often deal with enormous files that are too large for local development environments and sometimes require computing resources that cannot be accommodated by local machines or are just unavailable (eg. GPUs). Thus, there are many cases when local executions with smaller files or reduced resources may behave differently than on properly configured cloud infrastructure. Local execution should never be a substitute for testing workflow logic on the platform itself. However, the ability to quickly iterate and debug task logic locally is certainly useful for teasing out many types of bugs. -Using a `if __name__ == "__main__":` clause is a useful way to tag local -function calls with sample values. Running `python3 wf/__init__.py` will become -an entrypoint for quick debugging. - -To run the same entrypoint _within_ the latest registered container, one can run -`latch local-execute `. This gives the same confidence in -reproducible behavior one would usually receive post registration but with the -benefits of fast local development. Note that workflow code is -mounted inside the latest container build so that rebuilds are not consistently -made with rapid changes. - -More information [here](https://docs.latch.bio/subcommands.html#latch-local-execute). +Using a `if __name__ == "__main__":` clause is a useful way to tag local function calls with sample values. Running `python3 wf/__init__.py` will become an entrypoint for quick debugging. Here is an example of a minimal `wf/__init__.py` file that demonstrates local execution: diff --git a/docs/source/getting_started/authoring_your_workflow.md b/docs/source/getting_started/authoring_your_workflow.md index e835f99a..b3eaa073 100644 --- a/docs/source/getting_started/authoring_your_workflow.md +++ b/docs/source/getting_started/authoring_your_workflow.md @@ -304,7 +304,19 @@ To test your first workflow on Console, select the **Test Data** and click Launc ![Interface UI](../assets/interface.png) ### Using Latch CLI -To launch the workflow on Latch Console from the CLI, first generate a parameters file: +Using `latch get-wf`, you can view the names of all workflows available in your workspace: +```shell-session +$ latch get-wf + +ID Name Version +65047 wf.deseqf.deseq2_wf 0.0.1r +67056 wf.__init__.aggregate_bulk_rna_seq_counts 0.0.2-eb5e84 +67649 wf.__init__.align_with_salmon 0.0.0-4cd8db +67628 wf.__init__.alphafold_wf v2.2.3+46 +67617 wf.__init__.assemble_and_sort 0.0.1 +``` + +To launch the workflow on Latch Console from the CLI, first generate a parameters file by using `latch get-params` and passing in the name of your workflow like so: ```shell-session $ latch get-params wf.__init__.assemble_and_sort ``` @@ -332,6 +344,10 @@ You can view execution statuses from the CLI, run: $ latch get-executions ``` +![Executions TUI](../assets/executions-tui.png) + +The command will open up a Terminal UI with the same capabilities on the Executions page on the Latch Platform, where you will see a list of executions, tasks, and logs for easy debugging. + --- # Next Steps * Read the [Concepts](../basics/what_is_a_workflow.md) page diff --git a/docs/source/index.md b/docs/source/index.md index 05b781b9..9141abdf 100644 --- a/docs/source/index.md +++ b/docs/source/index.md @@ -84,8 +84,20 @@ basics/defining_cloud_resources basics/customizing_interface basics/caching basics/conditional_and_map_tasks +``` + +```{toctree} +:hidden: +:maxdepth: 2 +:caption: Testing and Debugging a Workflow basics/local_development basics/remote_execution +``` + +```{toctree} +:hidden: +:maxdepth: 2 +:caption: Publishing a Workflow basics/uploading_test_data ```