Update, clarify supported regex#2888
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mdlinville
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Jul 9, 2026
mdlinville
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Jul 9, 2026
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I dont think all of these places need to change all at once, alot of them don't go to clickhouse or are client side |
nkhachan
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Jul 14, 2026
> [!NOTE] > **Review feedback applied.** @mdlinville's style review and Copilot's correctness review were originally posted on the duplicate PR #2727; this branch now incorporates all of it. Beyond the wording/suggestion edits and link/terminology/formatting cleanups, the following correctness items from the recommendations below are already fixed: `parameter:` → `parameters:` in the config template; the `if _name_ == "_main_"` guard → `__name__`/`__main__`; the garbled `selfm-anaged` heading → `How-to guide`; `local-controller` final step `wandb sweep` → `wandb agent`; and the random-search "distribution … with the metric key" → the `parameters` key. --- ## Summary This PR applies the `/style-guide` skill (Google Developer Style Guide + CoreWeave conventions) to documentation in `models/sweeps`. The run was fully automated; no technical content was intentionally changed. ## Files edited - `models/sweeps/add-w-and-b-to-your-code.mdx` - `models/sweeps/define-sweep-configuration.mdx` - `models/sweeps/existing-project.mdx` - `models/sweeps/initialize-sweeps.mdx` - `models/sweeps/local-controller.mdx` - `models/sweeps/parallelize-agents.mdx` - `models/sweeps/pause-resume-and-cancel-sweeps.mdx` - `models/sweeps/signal-handling-sweep-runs.mdx` - `models/sweeps/start-sweep-agents.mdx` - `models/sweeps/sweep-config-keys.mdx` - `models/sweeps/troubleshoot-sweeps.mdx` - `models/sweeps/useful-resources.mdx` - `models/sweeps/visualize-sweep-results.mdx` - `models/sweeps/walkthrough.mdx` ## Recommendations for technical review ### Prerequisites - Most tutorial pages lack an explicit **Prerequisites** section. Consider adding one covering `wandb` installation, `wandb login`/API key, required Python packages (e.g., `numpy`, `PyYAML`, `argparse`, `torch`), and required account/RBAC access. Applies to `add-w-and-b-to-your-code.mdx`, `define-sweep-configuration.mdx`, `existing-project.mdx`, `local-controller.mdx`, `parallelize-agents.mdx`, `signal-handling-sweep-runs.mdx`, `troubleshoot-sweeps.mdx`, `walkthrough.mdx`. - `start-sweep-agents.mdx`: prerequisites are inline prose under "Before you continue" — consider promoting to a real `## Prerequisites` heading. - `parallelize-agents.mdx`: multi-GPU section assumes CUDA Toolkit, NVIDIA drivers, and `nvidia-smi`. Confirm whether version requirements should be called out. - `signal-handling-sweep-runs.mdx`: confirm `wandb agent --forward-signals` is the precise current flag name, and that the `[Resume preemptible Sweeps runs](/models/runs/resuming#resume-preemptible-sweeps-runs)` anchor exists. ### Verification steps - Many procedures end without describing expected output or how to confirm success. Add a brief "what you should see" or expected-output block after key commands across `add-w-and-b-to-your-code.mdx` (after `wandb sweep`/`wandb agent`/`wandb.agent(...)`), `existing-project.mdx` (after `python train.py`, sweep creation, and agent launch), `initialize-sweeps.mdx` (sweep ID format/sample output), `local-controller.mdx` (after `wandb sweep --controller config.yaml` and the two-step alternative), `pause-resume-and-cancel-sweeps.mdx` (confirming `Paused` status), `start-sweep-agents.mdx` (after `wandb agent [SWEEP-ID]` and after the count-based stop), `troubleshoot-sweeps.mdx` (after the `wandb agent [SWEEP-ID]` step and the `anaconda 400 error` remediation), `visualize-sweep-results.mdx` (result statement after customization), and `walkthrough.mdx` (after init/start of the sweep). - `parallelize-agents.mdx`: add guidance on confirming agents are running in parallel (sweep dashboard for concurrent runs, `nvidia-smi` for GPU usage). - `signal-handling-sweep-runs.mdx`: add a way to confirm the child process received the signal (handler log line, `ps`/`pgrep`, run state in UI); verify the `wandb sweep entity/project/sweep_ID --resume` syntax and the SLURM PID-file trap pattern. ### Technical accuracy - `add-w-and-b-to-your-code.mdx`: CLI tab's YAML references `program: train.py` but the doc never tells the reader to save the script as `train.py`; the loop `np.arange(1, epochs)` excludes the final epoch — confirm intentional; CLI tab's `main()` is called at module scope while the Python tab uses `if __name__ == "__main__":` — confirm the asymmetry; verify the rephrased comment about `args=None` semantics in `main(args=None)` still reads accurately. - `define-sweep-configuration.mdx`: line 282 has `parameter:` (singular) where others use `parameters:` — likely a typo; lines 408–427 the Hyperband tab labels appear swapped vs. content (the "Maximum number of iterations" tab uses `min_iter: 3` and vice versa); line 287 naming sequence skips between `hyperparameter_name1` and `hyperparameter_name2`; line 234 — verify nested-parameters-overwrite-`wandb.init(config=...)` is still current; `run.py` references `str2bool` without importing or defining it. - `existing-project.mdx`: verify `https://app.wandb.ai/carey/pytorch-cnn-fashion` is still live (personal-namespace, prone to rot); confirm GitHub URL `wandb/examples/tree/master/...` — default branch may now be `main`; confirm "up to 20 agents in parallel" is still accurate; verify `./visualize-sweep-results` relative link resolves; confirm the rewording from "guesses" to "suggests" for the auto-generated sweep config; confirm Bayesian seeding behavior in the final Note. - `initialize-sweeps.mdx` (line 9): page mentions cloud "(standard) or locally" controller modes without explaining how to choose/configure the local controller — verify whether a link is needed; verify dropping "actually" in "Agents pick up these instructions and perform the runs" preserved meaning; verify the "YAML file or nested Python dictionary" list is exhaustive (e.g., JSON support); verify the Warning about matching project names is still accurate; verify the exact default project name string ("Uncategorized" — capitalization, code-font); verify that "W&B puts the run in" reflects server-side rather than client-side behavior. - `local-controller.mdx`: prose says "Specify the controller flag (`controller`)…" but the command uses `--controller` — reconcile; the agent-start step prose says "start one or more sweep agents" but the code block shows `wandb sweep sweep_ID` (typically `wandb agent <sweep_id>`); placeholder casing is inconsistent (`{sweep_id}` vs `sweep_ID`); confirm path ordering `{user}/{entity}/{sweep_id}` — W&B paths are usually `{entity}/{project}/{sweep_id}`. - `parallelize-agents.mdx`: confirm `wandb.agent(sweep_id=..., function=...)` is the current recommended Jupyter signature; confirm whether CLI usage requires the `entity/project/sweep_id` prefix; note `CUDA_VISIBLE_DEVICES` also accepts comma-separated lists and GPU UUIDs; clarify NVIDIA-only scope vs AMD ROCm/Apple MPS. - `pause-resume-and-cancel-sweeps.mdx`: confirm the relationship between the `Stopped` sweep status and `--stop` vs `Finished`; verify whether stopping a run differs from natural completion from the agent's perspective; verify "W&B doesn't terminate active sweeps or agents when you delete a project" and whether it belongs on the "Delete a project" page; confirm `--cancel` truly terminates with no SIGTERM grace period. - `signal-handling-sweep-runs.mdx`: confirm the "about 5 minutes" stale-run timeout is current and whether it's configurable; line 82 — confirm double `Ctrl+C` produces `SIGTERM` (older docs treated single `Ctrl+C` as `SIGINT`); confirm whether `SIGINT` should be in the recommended handler example; line 80 — confirm Python `wandb.agent()` thread-vs-subprocess distinction; line 99 — confirm the multi-agent race-to-claim limitation; line 105 — confirm whether `wandb sweep --cancel` delivers `SIGKILL` immediately or `SIGTERM` first; line 93 — verify the PID-file launch-script pattern is canonical; verify the linked GitHub issue #3667 status. - `start-sweep-agents.mdx`: the multiprocessing example passes `count="[COUNT]"` as a string while `count` is documented as an integer — confirm; the CLI count snippet uses shell env vars (`$NUM`, `$SWEEPID`) and was retagged from `python` to `bash` — confirm author intent. - `sweep-config-keys.mdx`: verify the `goal` default is `minimize`; confirm the `eta: 3` and `strict: false` defaults; confirm units for `min_iter` (logged iterations) and add a period to that row. - `troubleshoot-sweeps.mdx`: line 54 — `if _name_ == "_main_":` looks like a single-underscore typo (should be `__name__`/`__main__`); confirm error-string headings (`CUDA out of memory`, `CommError, Run does not exist`, `ERROR Error uploading`, `anaconda 400 error`) match the exact console output. - `useful-resources.mdx`: verify `wandb/sweeps` is still the canonical repo for contributors (Sweeps may have been folded into `wandb/wandb`); spot-check W&B Report and arXiv links. - `visualize-sweep-results.mdx`: confirm sweep-list column labels (**State**, **Created**, **Creator**, **Run count**, **Compute time**, **Est. Runs**); confirm the sidebar broom icon; verify the "kill" → "cancel" rename matches the live UI label; verify whether default panels appear immediately or only after the first run completes. - `walkthrough.mdx`: the search-space prose says values are chosen for "batch size, epoch, and the learning rate" but the code defines parameters `x` and `y` — rewrite prose or update code; clarify the "standard" vs "local" Sweep Controller phrasing; confirm canonical capitalization of `Sweep Controller`(s); verify "W&B Run" vs "run" capitalization convention. ### Missing content - `add-w-and-b-to-your-code.mdx`: confirm the Python tab step ordering ("import the W&B Python SDK" appears as step 3); explain how readers find their entity name; link to or describe the W&B App dashboard where sweep results appear. - `define-sweep-configuration.mdx`: intro mentions BOHB but the page doesn't link to or summarize available search methods; "sweep agent", "W&B run configuration", and `${env}`/`${interpreter}`/`${program}` macros are used without on-page definition or link at first use; lines 222–231 contain commented-out procedural guidance — decide whether to restore. - `existing-project.mdx`: define or link on first use for "sweep", "agent", "Bayesian sweep", "Gaussian Process"; link to sweep configuration reference from "auto-generated configuration"; cover how to stop/clean up after the tutorial; validate screenshots (`sweep1.png`–`sweep4.png`, `tutorial_sweep_runs.png`) against the current UI. - `initialize-sweeps.mdx`: both tabs end "ready to launch one or more agents" without linking to the agents page; Python tab references `sweep` parameter without showing a `wandb.init()` example that ties Run and Sweep to the same project; resolve inconsistency of italicizing `_sweep controller_` and `_Agents_` while "agents" appears earlier unitalicized. - `local-controller.mdx`: add a one-line closing/outcome statement; add a note on when to choose CLI vs. Python SDK flow; add troubleshooting for unexpected controller exits mid-sweep. - `parallelize-agents.mdx`: add a multi-GPU example for the Jupyter tab; provide guidance for hosts with more than 2 GPUs; discuss CPU/RAM/VRAM contention and behavior when agents exceed available GPUs; explain how to stop/clean up parallel agents and the interaction with `count`; cover multi-node parallelization. - `pause-resume-and-cancel-sweeps.mdx`: the "Key differences" list enumerates sweep and run statuses without defining or linking them; explain where to retrieve the sweep ID after initialization (CLI output, UI location). - `signal-handling-sweep-runs.mdx`: add an example SLURM launch script for the PID-file pattern; reference table should cover the "called right after `init()` AND inside the handler" pattern; clarify the relationship between `wandb.finish(exit_code=...)` and `sys.exit(128 + signum)`; link to a concrete locks/coordination pattern; call out Windows/macOS behavior if `--forward-signals` is POSIX-only; link or screenshot for the **Cancel** UI control; cover interaction with `wandb.init(resume=...)` so requeued runs continue under the same run ID. - `start-sweep-agents.mdx`: explain what `wandb.teardown()` does and why it's required before starting a new run; add a brief "why" for the "Random and Bayesian searches run indefinitely" warning; consider rendering the "Where:" list as a description list. - `sweep-config-keys.mdx`: line 172 commented-out MDX block in the `command` section — restore a default-command example or remove; add example YAML snippets for `early_terminate` and `command`; resolve the commented stub at lines 29–37 (per-key sections for `program`, `entity`, `project`, `description`, `name`); resolve the line-100 commented "this paper. [LINK]" placeholder; clarify the terse `${envvar}` description. - `troubleshoot-sweeps.mdx`: confirm whether prerequisites belong on this troubleshooting page; consider linking the intro to the main Sweeps overview. - `useful-resources.mdx`: the `## selfm-anaged` heading (line 32) is garbled and content (XGBoost how-to) doesn't match — needs IA decision; line 23 orphan author attribution (two adjacent links with no connector) needs a consistent pattern; line 34 vague intro "solve real-world problems with W&B" should be made concrete; line 41 signposting sentence may be redundant with the paragraph that follows. - `visualize-sweep-results.mdx`: customization paragraph mentions an **Edit panel** modal without describing its contents (axis fields, smoothing, range, grouping); confirm Title Case link text ("Scatter Plots", "Parameter Importance") matches destination page titles. - `walkthrough.mdx`: angle-bracket placeholders (`<sweep_id>`, `<function>`, `<count>`) in the multiprocessing example don't match CoreWeave convention (`[SWEEP-ID]`, `[FUNCTION]`, `[COUNT]` with a preceding "Replace …" sentence); confirm `Ctrl+C` stop behavior across platforms (especially Windows/Jupyter); add an explicit success/outcome statement at the end of the tutorial. ### Style/citation edge cases - `useful-resources.mdx`: line 13 Hyperband citation places punctuation inside the link brackets and quotes (academic convention) — confirm against the docs site's preferred convention; Title Case link text in the Sweeps experiments list reproduces actual W&B Report titles — if the org prefers sentence case, the source titles themselves would need to change. ## How to review - Each file's changes are style edits only. Compare side-by-side and flag any that change technical meaning. - Approve and merge to accept the edits, or close to reject them. --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Co-authored-by: Matt Linville <mlinville@coreweave.com>
This PR contains the following updates: | Package | Type | Update | Change | |---|---|---|---| | [actions/setup-node](https://redirect.github.com/actions/setup-node) ([changelog](https://redirect.github.com/actions/setup-node/compare/48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e..249970729cb0ef3589644e2896645e5dc5ba9c38)) | action | digest | `48b55a0` → `2499707` | | [lycheeverse/lychee-action](https://redirect.github.com/lycheeverse/lychee-action) ([changelog](https://redirect.github.com/lycheeverse/lychee-action/compare/8646ba30535128ac92d33dfc9133794bfdd9b411..e7477775783ea5526144ba13e8db5eec57747ce8)) | action | digest | `8646ba3` → `e747777` | --- ### Configuration 📅 **Schedule**: (UTC) - Branch creation - At any time (no schedule defined) - Automerge - At any time (no schedule defined) 🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied. ♻ **Rebasing**: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox. 👻 **Immortal**: This PR will be recreated if closed unmerged. Get [config help](https://redirect.github.com/renovatebot/renovate/discussions) if that's undesired. --- - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box --- This PR has been generated by [Mend Renovate](https://redirect.github.com/renovatebot/renovate). <!--renovate-debug:eyJjcmVhdGVkSW5WZXIiOiI0My4xNTAuMCIsInVwZGF0ZWRJblZlciI6IjQzLjE1MC4wIiwidGFyZ2V0QnJhbmNoIjoibWFpbiIsImxhYmVscyI6W119--> Co-authored-by: wandb-renovate[bot] <285832833+wandb-renovate[bot]@users.noreply.github.com>
## Summary This PR translates the changes from [`18f6d71`](18f6d71) on `main`. ### What this PR does This automated PR from **Locadex** processes your content changes and generates translations: - **Generated translations** — Created or updated translation files for your target languages - **Updated configuration** — Synced configuration files as needed ### Changes <details > <summary><b>Translation files updated</b> (583)</summary> - `fr/models/integrations/accelerate.mdx`: Updated translation file - `fr/models/integrations/add-wandb-to-any-library.mdx`: Updated translation file - `fr/models/integrations/autotrain.mdx`: Updated translation file - `fr/models/integrations/azure-openai-fine-tuning.mdx`: Updated translation file - `fr/models/integrations/catalyst.mdx`: Updated translation file - `fr/models/integrations/cohere-fine-tuning.mdx`: Updated translation file - `fr/models/integrations/composer.mdx`: Updated translation file - `fr/models/integrations/dagster.mdx`: Updated translation file - 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Review the translation changes to ensure they look correct 2. Merge this PR to apply the translations to your application --- *Automated PR created by [Locadex](https://generaltranslation.com/docs/locadex) in 360s* <sub>[General Translation](https://generaltranslation.com) | [Configure Locadex for docs](https://dash.generaltranslation.com/project/prj_x1bosq7i0h177myoqjx0r7bi/locadex)</sub> --------- Co-authored-by: locadex-agent[bot] <217277504+locadex-agent[bot]@users.noreply.github.com>
nkhachan
approved these changes
Jul 15, 2026
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Description
Eng is moving to Clickhouse as a backend for run metadata querying filtering etc. Clickhouse only supports a subset of regexes, called RE2
This PR attempts to clarify that W&B (will) only support RE2.