diff --git a/.agents/skills/adding-a-trigger/SKILL.md b/.agents/skills/adding-a-trigger/SKILL.md index 7d8643b862..dc12fed0b8 100644 --- a/.agents/skills/adding-a-trigger/SKILL.md +++ b/.agents/skills/adding-a-trigger/SKILL.md @@ -31,6 +31,21 @@ The `up.sql` usually defines: - trigger-specific fields - Indexes on foreign keys + any frequently-filtered columns - Foreign key to `workspace` +- The RLS policies (`see_own`, `see_member`, `see_folder_extra_perms_user_*`, `see_extra_perms_user_*`, `see_extra_perms_groups_*`), copied from an existing trigger table + +**RLS: wrap every session GUC read in a scalar sub-select.** Write the session +reads as `(select current_setting('session.user'))`, +`= any((select regexp_split_to_array(current_setting('session.groups'), ','))::text[])`, +`?| (select regexp_split_to_array(current_setting('session.pgroups'), ','))::text[]`, +`? (select concat('u/', current_setting('session.user')))`, etc. — not the bare +`current_setting(...)`. The GUCs are set with `SET LOCAL`, so the sub-select +hoists them to a one-time InitPlan instead of re-evaluating per scanned row. +Put the `::text[]` cast **outside** the sub-select for the array cases: in an +`= any (...)` context, casting inside — `= any((select ...::text[]))` — makes +Postgres parse the operand as a row-returning subquery and fails at CREATE with +`operator does not exist: text = text[]`. The outside cast keeps it in +array-operand form. See migration `20260714230440_wrap_session_gucs_in_rls_policies` +for the canonical wrapped forms. Down migration drops the table and any enum types. diff --git a/.github/workflows/backend-test.yml b/.github/workflows/backend-test.yml index 3d6d7d8dee..e6fb389e56 100644 --- a/.github/workflows/backend-test.yml +++ b/.github/workflows/backend-test.yml @@ -239,13 +239,35 @@ jobs: - name: cargo test timeout-minutes: 30 env: + # setup-rust-toolchain exports RUSTFLAGS=-D warnings, and the RUSTFLAGS env + # var fully REPLACES (never merges with) target.*.rustflags in + # backend/.cargo/config.toml. That silently drops the config's + # `-C link-arg=-fuse-ld=mold`, so CI links the many large integration-test + # binaries (v8 + duckdb + every language runtime, statically linked) with the + # default bfd linker. Its peak memory across ~12 parallel links OOM-kills the + # runner mid-link (SIGTERM => exit 143, before any test runs). Re-add the mold + # link arg here so CI links with mold like local dev, keeping -D warnings. + # (config.toml's `linker = "clang"` still applies; env only overrides rustflags.) + RUSTFLAGS: "-D warnings -C link-arg=-fuse-ld=mold" SQLX_OFFLINE: true DATABASE_URL: postgres://postgres:changeme@localhost:5432/windmill DISABLE_EMBEDDING: true RUST_LOG: "off" RUST_LOG_STYLE: never CARGO_NET_GIT_FETCH_WITH_CLI: true - CARGO_BUILD_JOBS: 12 + # Cap parallel rustc/link jobs below the 16 available cores. The tail of + # the build links ~128 full-graph test binaries (one per tests/*.rs file + # across the workspace); at high parallelism enough heavy codegen+link + # units (rustc ~2.6GB, mold ~1GB each) overlap to exhaust the 64GB + # runner. Matches backend-test-windows.yml, which already uses 8. + CARGO_BUILD_JOBS: 8 + # Incremental compilation is per-run dead weight in CI: rust-cache + # (cache-workspaces above) restores compiled dependency artifacts but + # never persists target/**/incremental, so there is no prior state to + # reuse in a one-shot `cargo test`. It only adds per-crate memory + # overhead and extra disk. Off here (kept on for local dev via + # .cargo/config.toml). Matches backend-test-windows.yml. + CARGO_INCREMENTAL: "0" # backend/Cargo.toml leaves profile.dev at the default debug = 2 for # the (large) windmill workspace crates; that debug info is emitted # into every object file and embedded in each test binary. Across the diff --git a/.github/workflows/build-caddy-l4-image.yml b/.github/workflows/build-caddy-l4-image.yml index cafa9f8e47..e4cfdf8112 100644 --- a/.github/workflows/build-caddy-l4-image.yml +++ b/.github/workflows/build-caddy-l4-image.yml @@ -5,6 +5,12 @@ env: name: Build caddy-l4 on: workflow_dispatch: + push: + branches: + - main + paths: + - docker/DockerfileCaddyL4 + - .github/workflows/build-caddy-l4-image.yml permissions: write-all diff --git a/.github/workflows/go_on_release.yml b/.github/workflows/go_on_release.yml index 4d39d70178..78ce12c6c3 100644 --- a/.github/workflows/go_on_release.yml +++ b/.github/workflows/go_on_release.yml @@ -27,7 +27,7 @@ jobs: go build - name: Pushes to another repository id: push_directory - uses: cpina/github-action-push-to-another-repository@devel + uses: cpina/github-action-push-to-another-repository@55306faa4ed53b815ae49e564af8cfb359d32ae2 # v1.7.3 env: API_TOKEN_GITHUB: ${{ secrets.DENO_PAT }} with: diff --git a/CHANGELOG.md b/CHANGELOG.md index 51542f3ea4..4ca0d1da5b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,54 @@ # Changelog +## [1.759.0](https://github.com/windmill-labs/windmill/compare/v1.758.0...v1.759.0) (2026-07-15) + + +### Features + +* **nativets:** add Web Crypto support via deno_crypto ([#10109](https://github.com/windmill-labs/windmill/issues/10109)) ([ba23254](https://github.com/windmill-labs/windmill/commit/ba232544e7608731560defc0ed103c3e746e46ea)) +* **nativets:** expose the standard web-platform globals deno_web provides ([#10112](https://github.com/windmill-labs/windmill/issues/10112)) ([6d1e12d](https://github.com/windmill-labs/windmill/commit/6d1e12d5e95a6e3fb74c142e33a141b5ce0856a9)) + + +### Bug Fixes + +* **jseval:** raise QuickJS eval memory cap to 128MB with clear OOM error ([#10116](https://github.com/windmill-labs/windmill/issues/10116)) ([95d9ff0](https://github.com/windmill-labs/windmill/commit/95d9ff02ee8a92162c06857bac7102c92c708c51)) +* **mcp:** advertise flow input variables in MCP tools ([#10117](https://github.com/windmill-labs/windmill/issues/10117)) ([a6191e2](https://github.com/windmill-labs/windmill/commit/a6191e2a855e03d0b03847067787a9de26e9d54a)) +* **mcp:** let MCP tokens call preview run tools (jobs:run scope) — Fixes GIT-920 ([#10107](https://github.com/windmill-labs/windmill/issues/10107)) ([4917f79](https://github.com/windmill-labs/windmill/commit/4917f79935acd4ecf9fb5a21d3131dec9ae9da44)) +* **nativets:** apply parameter defaults for missing args instead of null ([#10111](https://github.com/windmill-labs/windmill/issues/10111)) ([ba7f9c0](https://github.com/windmill-labs/windmill/commit/ba7f9c065f78641487c2765370be98227dcf1c6a)) +* **self-host:** resolve caddy-l4 "unrecognized global option: layer4" error ([#10106](https://github.com/windmill-labs/windmill/issues/10106)) ([770ac2b](https://github.com/windmill-labs/windmill/commit/770ac2be9ed3ff8f647aa3948e1f42d62c97865b)) +* **tree-view:** align file indentation with sibling folders ([#10115](https://github.com/windmill-labs/windmill/issues/10115)) ([88030d0](https://github.com/windmill-labs/windmill/commit/88030d0f557a834f2dae80e2a31033261d8b1d1d)) + + +### Performance Improvements + +* **rls:** wrap session GUC reads in RLS policies for per-statement InitPlan (GIT-919) ([#10110](https://github.com/windmill-labs/windmill/issues/10110)) ([e9fd4e7](https://github.com/windmill-labs/windmill/commit/e9fd4e7554f624a7e6c3923b9c6b604bee9ebd1f)) + +## [1.758.0](https://github.com/windmill-labs/windmill/compare/v1.757.0...v1.758.0) (2026-07-14) + + +### Features + +* **ai-agent:** give tools a real description instead of the tool name ([#10083](https://github.com/windmill-labs/windmill/issues/10083)) ([7ebfad3](https://github.com/windmill-labs/windmill/commit/7ebfad382a2649a325444fcb745aca415871fe77)) +* **ai-chat:** port flow-group and sticky-note instructions to global chat ([#10090](https://github.com/windmill-labs/windmill/issues/10090)) ([32f32d9](https://github.com/windmill-labs/windmill/commit/32f32d9a29bb214d6aae58c501b8892ceb1c6453)) +* **cli:** add --tag override to script and flow run/preview ([#10079](https://github.com/windmill-labs/windmill/issues/10079)) ([98e6cca](https://github.com/windmill-labs/windmill/commit/98e6cca75d4dbc7417c7dd64289e0e8e56b84b0e)) +* **sessions:** support many pending sessions persisted in IndexedDB ([#10076](https://github.com/windmill-labs/windmill/issues/10076)) ([bfcec7e](https://github.com/windmill-labs/windmill/commit/bfcec7e8ac71e86ab16d7db789556b5fc7cfd3c7)) + + +### Bug Fixes + +* **ai-chat:** size AI-created flow notes to fit their text ([#10091](https://github.com/windmill-labs/windmill/issues/10091)) ([af3e3fe](https://github.com/windmill-labs/windmill/commit/af3e3fe6674de21a03b5c157a649452320c1ed0e)) +* **apps:** allow setting sandbox isolation and public access before first deploy ([#10085](https://github.com/windmill-labs/windmill/issues/10085)) ([cfc3f29](https://github.com/windmill-labs/windmill/commit/cfc3f292ad2fdc6067c558e42ef0754eca9469a9)) +* **apps:** load themes when selecting the Resources → Theme tab ([#10086](https://github.com/windmill-labs/windmill/issues/10086)) ([f2869d8](https://github.com/windmill-labs/windmill/commit/f2869d8c1a6f84837168d59724a496b39080bcce)) +* **frontend:** stop spurious raw-app reload that 404s on "Start without AI" ([#10099](https://github.com/windmill-labs/windmill/issues/10099)) ([2c702ef](https://github.com/windmill-labs/windmill/commit/2c702efec026bebdd9c1b8cdca4808e394b2fd09)) +* **mcp:** align script auto_kind filter with scripts list API ([#10098](https://github.com/windmill-labs/windmill/issues/10098)) ([4edffeb](https://github.com/windmill-labs/windmill/commit/4edffeb84b5d691884dc3c274dfd8aa4e9441295)) +* **sessions:** pending-draft debounce follow-ups (delete-cancel, keystroke de-transient, teardown count) ([#10087](https://github.com/windmill-labs/windmill/issues/10087)) ([f3cd5d9](https://github.com/windmill-labs/windmill/commit/f3cd5d9f7f370ba0aa27c452e8434454a10e07fe)) +* **sessions:** reopen script test panel when preview goes full screen ([#10082](https://github.com/windmill-labs/windmill/issues/10082)) ([eff9076](https://github.com/windmill-labs/windmill/commit/eff9076e9127eaa9b6a47897d5664932c720990b)) + + +### Performance Improvements + +* **runs:** index-bound batch re-run selection with a lossless completed_at bound (WIN-2168) ([#10074](https://github.com/windmill-labs/windmill/issues/10074)) ([15391f6](https://github.com/windmill-labs/windmill/commit/15391f6399eef5b85dac116b3ae04e71f70263a1)) + ## [1.757.0](https://github.com/windmill-labs/windmill/compare/v1.756.1...v1.757.0) (2026-07-14) diff --git a/Caddyfile b/Caddyfile index 96c29626f0..07496bdbfb 100644 --- a/Caddyfile +++ b/Caddyfile @@ -1,15 +1,20 @@ { layer4 { :25 { - proxy { - to windmill_server:2525 + route { + proxy { + upstream windmill_server:2525 + } } } } } {$BASE_URL} { - bind {$ADDRESS} + # Default to all interfaces (IPv4 + IPv6) when ADDRESS is unset. A bare + # `bind {$ADDRESS}` with an empty value makes Caddy >= 2.9 drop this whole + # site, silently disabling the HTTP proxy while the :25 layer4 listener stays up. + bind {$ADDRESS:0.0.0.0 ::} # Extra services: LSP, Multiplayer, Debugger (windmill_extra gateway) reverse_proxy /ws/* /ws_mp/* /ws_debug/* http://windmill_extra:3000 diff --git a/Dockerfile b/Dockerfile index f6eb31b0a0..83bf4c8513 100644 --- a/Dockerfile +++ b/Dockerfile @@ -162,6 +162,7 @@ ENV PATH /usr/local/bin:/root/.local/bin:/tmp/.local/bin:$PATH RUN apt-get update \ + && apt-get upgrade -y \ && apt-get install -y --no-install-recommends netbase tzdata ca-certificates wget curl jq unzip build-essential unixodbc xmlsec1 tini gnupg libargon2-1 \ && if echo "$features" | grep -q "ee"; then apt-get install -y --no-install-recommends libsasl2-modules-gssapi-mit krb5-user; fi \ && apt-get clean \ diff --git a/backend/.sqlx/query-d8ce7c6f3f82fb806db1c1d3781107233d887b63b950a6f457245a1c3fdbd61e.json b/backend/.sqlx/query-d8ce7c6f3f82fb806db1c1d3781107233d887b63b950a6f457245a1c3fdbd61e.json new file mode 100644 index 0000000000..5ecd21d252 --- /dev/null +++ b/backend/.sqlx/query-d8ce7c6f3f82fb806db1c1d3781107233d887b63b950a6f457245a1c3fdbd61e.json @@ -0,0 +1,23 @@ +{ + "db_name": "PostgreSQL", + "query": "SELECT description FROM script WHERE hash = $1 AND workspace_id = $2", + "describe": { + "columns": [ + { + "ordinal": 0, + "name": "description", + "type_info": "Text" + } + ], + "parameters": { + "Left": [ + "Int8", + "Text" + ] + }, + "nullable": [ + false + ] + }, + "hash": "d8ce7c6f3f82fb806db1c1d3781107233d887b63b950a6f457245a1c3fdbd61e" +} diff --git a/backend/Cargo.lock b/backend/Cargo.lock index e145f1135c..489390e83a 100644 --- a/backend/Cargo.lock +++ b/backend/Cargo.lock @@ -41,9 +41,9 @@ dependencies = [ [[package]] name = "aes" -version = "0.8.4" +version = "0.8.3" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0" +checksum = "ac1f845298e95f983ff1944b728ae08b8cebab80d684f0a832ed0fc74dfa27e2" dependencies = [ "cfg-if", "cipher 0.4.4", @@ -57,13 +57,22 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "831010a0f742e1209b3bcea8fab6a8e149051ba6099432c8cb2cc117dec3ead1" dependencies = [ "aead", - "aes 0.8.4", + "aes 0.8.3", "cipher 0.4.4", "ctr", "ghash", "subtle", ] +[[package]] +name = "aes-kw" +version = "0.2.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "69fa2b352dcefb5f7f3a5fb840e02665d311d878955380515e4fd50095dd3d8c" +dependencies = [ + "aes 0.8.3", +] + [[package]] name = "ahash" version = "0.7.8" @@ -481,7 +490,7 @@ checksum = "965c2d33e53cb6b267e148a4cb0760bc01f4904c1cd4bb4002a085bb016d1490" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "synstructure", ] @@ -493,7 +502,7 @@ checksum = "7b18050c2cd6fe86c3a76584ef5e0baf286d038cda203eb6223df2cc413565f7" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -504,7 +513,7 @@ checksum = "0a184645bcc6f52d69d8e7639720699c6a99efb711f886e251ed1d16db8dd90e" dependencies = [ "quote", "swc_macros_common", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -645,7 +654,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -667,7 +676,7 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -678,7 +687,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -780,6 +789,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "4342d8937fc7e5dd9b1c60292261c0670c882a2cd1719cfc11b1af41731e32ad" dependencies = [ "aws-lc-sys", + "untrusted 0.7.1", "zeroize", ] @@ -1404,7 +1414,7 @@ checksum = "7aa268c23bfbbd2c4363b9cd302a4f504fb2a9dfe7e3451d66f35dd392e20aca" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -1533,7 +1543,7 @@ dependencies = [ "regex", "rustc-hash 2.1.3", "shlex 1.3.0", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -1553,7 +1563,7 @@ dependencies = [ "regex", "rustc-hash 2.1.3", "shlex 1.3.0", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -1642,7 +1652,7 @@ version = "0.9.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "4152116fd6e9dadb291ae18fc1ec3575ed6d84c29642d97890f4b4a3417297e4" dependencies = [ - "block-padding", + "block-padding 0.2.1", "generic-array", ] @@ -1661,7 +1671,7 @@ version = "0.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "2cb03d1bed155d89dce0f845b7899b18a9a163e148fd004e1c28421a783e2d8e" dependencies = [ - "block-padding", + "block-padding 0.2.1", "cipher 0.3.0", ] @@ -1671,6 +1681,15 @@ version = "0.2.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "8d696c370c750c948ada61c69a0ee2cbbb9c50b1019ddb86d9317157a99c2cae" +[[package]] +name = "block-padding" +version = "0.3.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a8894febbff9f758034a5b8e12d87918f56dfc64a8e1fe757d65e29041538d93" +dependencies = [ + "generic-array", +] + [[package]] name = "bollard" version = "0.18.1" @@ -1737,7 +1756,7 @@ dependencies = [ "proc-macro2", "quote", "rustversion", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -1761,7 +1780,7 @@ dependencies = [ "proc-macro-crate", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -1771,7 +1790,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "17d4f95e880cfd28c4ca5a006cf7f6af52b4bcb7b5866f573b2faa126fb7affb" dependencies = [ "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -1827,9 +1846,9 @@ dependencies = [ [[package]] name = "bstr" -version = "1.12.3" +version = "1.13.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "5cee35f73844aa3014bb606320a6c1f010249dbdf43342fe54b5a4f6a8ed4b79" +checksum = "1f7dc094d718f2e1c1559ad110e27eeaae14a5465d3d56dd6dbd793079fbd530" dependencies = [ "memchr", "regex-automata", @@ -1905,7 +1924,7 @@ checksum = "f65693059b6b9c588b9f62fed1cedbf0a8b805631457ea162d68f0de186f3de5" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2043,7 +2062,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "3b4a6cae9efc04cc6cbb8faf338d2c497c165c83e74509cf4dbedea948bbf6e5" dependencies = [ "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2055,6 +2074,15 @@ dependencies = [ "rustversion", ] +[[package]] +name = "cbc" +version = "0.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "26b52a9543ae338f279b96b0b9fed9c8093744685043739079ce85cd58f289a6" +dependencies = [ + "cipher 0.4.4", +] + [[package]] name = "cc" version = "1.2.67" @@ -2206,7 +2234,7 @@ dependencies = [ "heck", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2625,7 +2653,7 @@ dependencies = [ "cpufeatures 0.2.17", "curve25519-dalek-derive", "digest 0.10.7", - "fiat-crypto", + "fiat-crypto 0.2.9", "rustc_version 0.4.1", "subtle", "zeroize", @@ -2639,7 +2667,7 @@ checksum = "f46882e17999c6cc590af592290432be3bce0428cb0d5f8b6715e4dc7b383eb3" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2721,7 +2749,7 @@ dependencies = [ "proc-macro2", "quote", "strsim 0.11.1", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2734,7 +2762,7 @@ dependencies = [ "proc-macro2", "quote", "strsim 0.11.1", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2767,7 +2795,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead" dependencies = [ "darling_core 0.20.11", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -2778,7 +2806,7 @@ checksum = "ac3984ec7bd6cfa798e62b4a642426a5be0e68f9401cfc2a01e3fa9ea2fcdb8d" dependencies = [ "darling_core 0.23.0", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -3257,7 +3285,7 @@ checksum = "df6f88d7ee27daf8b108ba910f9015176b36fbc72902b1ca5c2a5f1d1717e1a1" dependencies = [ "datafusion-expr", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -3522,6 +3550,46 @@ version = "0.74.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "fe4dccb6147bb3f3ba0c7a48e993bfeb999d2c2e47a81badee80e2b370c8d695" +[[package]] +name = "deno_crypto" +version = "0.223.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "beb2568806b930b96fb6440ff16463befa73a36de3378986644e7134c9d52e8f" +dependencies = [ + "aes 0.8.3", + "aes-gcm", + "aes-kw", + "aws-lc-rs", + "base64 0.22.1", + "cbc", + "const-oid", + "ctr", + "curve25519-dalek", + "deno_core", + "deno_error 0.6.1", + "deno_web", + "ecdsa", + "ed448-goldilocks", + "elliptic-curve", + "num-traits", + "once_cell", + "p256", + "p384", + "p521", + "rand 0.8.5", + "rsa", + "serde", + "serde_bytes", + "sha1", + "sha2 0.10.9", + "signature", + "spki", + "thiserror 2.0.18", + "tokio", + "uuid", + "x25519-dalek", +] + [[package]] name = "deno_error" version = "0.6.1" @@ -3554,7 +3622,7 @@ checksum = "8380a4224d5d2c3f84da4d764c4326cac62e9a1e3d4960442d29136fc07be863" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -3565,7 +3633,7 @@ checksum = "9b565e60a9685cdf312c888665b5f8647ac692a7da7e058a5e2268a466da8eaf" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -3734,7 +3802,7 @@ dependencies = [ "stringcase", "strum", "strum_macros", - "syn 2.0.118", + "syn 2.0.119", "thiserror 2.0.18", ] @@ -3973,7 +4041,7 @@ dependencies = [ "darling 0.20.11", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -3993,7 +4061,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c" dependencies = [ "derive_builder_core 0.20.2", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4022,7 +4090,7 @@ checksum = "cb7330aeadfbe296029522e6c40f315320aba36fc43a5b3632f3795348f3bd22" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "unicode-xid", ] @@ -4035,7 +4103,7 @@ dependencies = [ "proc-macro2", "quote", "rustc_version 0.4.1", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4161,7 +4229,7 @@ checksum = "1ac70aa55017e108007fbaf5aa0f54b021c98f92ff8af59d42eda9da96e3dd4f" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4184,7 +4252,7 @@ checksum = "0fbbb781877580993a8707ec48672673ec7b81eeba04cfd2310bd28c08e47c8f" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4301,6 +4369,18 @@ dependencies = [ "zeroize", ] +[[package]] +name = "ed448-goldilocks" +version = "0.8.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "06924531e9e90130842b012e447f85bdaf9161bc8a0f8092be8cb70b01ebe092" +dependencies = [ + "fiat-crypto 0.1.20", + "hex", + "subtle", + "zeroize", +] + [[package]] name = "educe" version = "0.6.0" @@ -4310,7 +4390,7 @@ dependencies = [ "enum-ordinalize", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4329,6 +4409,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "b5e6043086bf7973472e0c7dff2142ea0b680d30e18d9cc40f267efbf222bd47" dependencies = [ "base16ct", + "base64ct", "crypto-bigint", "digest 0.10.7", "ff", @@ -4339,6 +4420,8 @@ dependencies = [ "pkcs8", "rand_core 0.6.4", "sec1", + "serde_json", + "serdect", "subtle", "zeroize", ] @@ -4367,7 +4450,7 @@ dependencies = [ "heck", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4387,7 +4470,7 @@ checksum = "42e528e2d34ba8a67a1a650b86beae8ef69fc5fdb638016f386b973226590432" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4407,7 +4490,7 @@ checksum = "67c78a4d8fdf9953a5c9d458f9efe940fd97a0cab0941c075a813ac594733827" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4551,6 +4634,12 @@ dependencies = [ "subtle", ] +[[package]] +name = "fiat-crypto" +version = "0.1.20" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e825f6987101665dea6ec934c09ec6d721de7bc1bf92248e1d5810c8cd636b77" + [[package]] name = "fiat-crypto" version = "0.2.9" @@ -4680,7 +4769,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "308530a56b099da144ebc5d8e179f343ad928fa2b3558d1eb3db9af18d6eff43" dependencies = [ "swc_macros_common", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -4806,7 +4895,7 @@ checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -5112,7 +5201,7 @@ checksum = "53010ccb100b96a67bc32c0175f0ed1426b31b655d562898e57325f81c023ac0" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -5236,9 +5325,9 @@ dependencies = [ [[package]] name = "gosyn" -version = "0.2.13" +version = "0.2.14" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "938fc2d49f0620e342cf316c6775a1c6722124755cbaab3211cd3dcdce6157c6" +checksum = "9758a950dc61a15bc65162f72f5bec7e8efde91f102dc7dce7317f67019a6ba9" dependencies = [ "anyhow", "strum", @@ -5382,7 +5471,7 @@ dependencies = [ "indexmap 2.14.0", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -6068,6 +6157,7 @@ version = "0.1.4" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "879f10e63c20629ecabbb64a8010319738c66a5cd0c29b02d63d272b03751d01" dependencies = [ + "block-padding 0.3.3", "generic-array", ] @@ -6134,7 +6224,7 @@ dependencies = [ "heck", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -6232,7 +6322,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264" dependencies = [ "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -6455,7 +6545,7 @@ dependencies = [ "quote", "serde", "serde_json", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -6957,7 +7047,7 @@ dependencies = [ "manyhow-macros", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -7090,7 +7180,7 @@ checksum = "db5b29714e950dbb20d5e6f74f9dcec4edbcc1067bb7f8ed198c097b8c1a818b" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -7185,7 +7275,7 @@ checksum = "e4db6d5580af57bf992f59068d4ea26fd518574ff48d7639b255a36f9de6e7e9" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -7224,7 +7314,7 @@ dependencies = [ "proc-macro-crate", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "termcolor", "thiserror 2.0.18", ] @@ -7420,7 +7510,7 @@ dependencies = [ "proc-macro-error", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -7686,7 +7776,7 @@ dependencies = [ "proc-macro-crate", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -7884,7 +7974,7 @@ checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8211,6 +8301,20 @@ dependencies = [ "sha2 0.10.9", ] +[[package]] +name = "p521" +version = "0.13.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "0fc9e2161f1f215afdfce23677034ae137bbd45016a880c2eb3ba8eb95f085b2" +dependencies = [ + "base16ct", + "ecdsa", + "elliptic-curve", + "primeorder", + "rand_core 0.6.4", + "sha2 0.10.9", +] + [[package]] name = "par-core" version = "2.0.0" @@ -8390,7 +8494,7 @@ dependencies = [ "pest_meta", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8480,7 +8584,7 @@ dependencies = [ "phf_shared 0.11.3", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8539,7 +8643,7 @@ checksum = "c96395f0a926bc13b1c17622aaddda1ecb55d49c8f1bf9777e4d877800a43f8b" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8698,7 +8802,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b" dependencies = [ "proc-macro2", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8716,7 +8820,7 @@ version = "3.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e67ba7e9b2b56446f1d419b1d807906278ffa1a658a8a5d8a39dcb1f5a78614f" dependencies = [ - "toml_edit 0.25.12+spec-1.1.0", + "toml_edit 0.25.13+spec-1.1.0", ] [[package]] @@ -8750,7 +8854,7 @@ checksum = "07c277e4e643ef00c1233393c673f655e3672cf7eb3ba08a00bdd0ea59139b5f" dependencies = [ "proc-macro-rules-macros", "proc-macro2", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8762,7 +8866,7 @@ dependencies = [ "once_cell", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -8858,7 +8962,7 @@ dependencies = [ "itertools 0.14.0", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -9305,7 +9409,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b" dependencies = [ "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -9365,7 +9469,7 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -9685,7 +9789,7 @@ dependencies = [ "proc-macro2", "quote", "serde_json", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -9724,7 +9828,7 @@ dependencies = [ "proc-macro2", "quote", "rquickjs-core", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -9797,7 +9901,7 @@ dependencies = [ "quote", "rust-embed-utils", "shellexpand", - "syn 2.0.118", + "syn 2.0.119", "walkdir", ] @@ -10284,7 +10388,7 @@ dependencies = [ "proc-macro2", "quote", "serde_derive_internals", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10296,7 +10400,7 @@ dependencies = [ "proc-macro2", "quote", "serde_derive_internals", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10337,6 +10441,7 @@ dependencies = [ "der", "generic-array", "pkcs8", + "serdect", "subtle", "zeroize", ] @@ -10456,6 +10561,16 @@ dependencies = [ "wasm-bindgen", ] +[[package]] +name = "serde_bytes" +version = "0.11.19" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a5d440709e79d88e51ac01c4b72fc6cb7314017bb7da9eeff678aa94c10e3ea8" +dependencies = [ + "serde", + "serde_core", +] + [[package]] name = "serde_core" version = "1.0.228" @@ -10473,7 +10588,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10484,7 +10599,7 @@ checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10538,7 +10653,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10605,7 +10720,7 @@ dependencies = [ "darling 0.23.0", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10636,6 +10751,16 @@ dependencies = [ "version_check", ] +[[package]] +name = "serdect" +version = "0.2.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a84f14a19e9a014bb9f4512488d9829a68e04ecabffb0f9904cd1ace94598177" +dependencies = [ + "base16ct", + "serde", +] + [[package]] name = "serial_test" version = "3.5.0" @@ -10658,7 +10783,7 @@ checksum = "94e153fc76e1c6a068703d6d29c508a0b15c061c4b7e43da59cc097bc342673c" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -10770,9 +10895,9 @@ dependencies = [ [[package]] name = "simd-adler32" -version = "0.3.9" +version = "0.3.10" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "703d5c7ef118737c72f1af64ad2f6f8c5e1921f818cdcb97b8fe6fc69bf66214" +checksum = "3a219298ac11a56ea9a6d2120044824d6f01aeb034955e7af7bc16858527deea" [[package]] name = "simdutf8" @@ -10983,7 +11108,7 @@ checksum = "da5fc6819faabb412da764b99d3b713bb55083c11e7e0c00144d386cd6a1939c" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11048,7 +11173,7 @@ dependencies = [ "quote", "sqlx-core", "sqlx-macros-core", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11071,7 +11196,7 @@ dependencies = [ "sqlx-mysql", "sqlx-postgres", "sqlx-sqlite", - "syn 2.0.118", + "syn 2.0.119", "tokio", "url", ] @@ -11234,7 +11359,7 @@ checksum = "ae36a4951ca7bd1cfd991c241584a9824a70f6aff1e7d4f693fb3f2465e4030e" dependencies = [ "quote", "swc_macros_common", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11293,7 +11418,7 @@ dependencies = [ "heck", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11396,7 +11521,7 @@ dependencies = [ "proc-macro2", "quote", "swc_macros_common", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11451,7 +11576,7 @@ checksum = "e276dc62c0a2625a560397827989c82a93fd545fcf6f7faec0935a82cc4ddbb8" dependencies = [ "proc-macro2", "swc_macros_common", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11552,7 +11677,7 @@ dependencies = [ "proc-macro2", "quote", "swc_macros_common", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11657,7 +11782,7 @@ checksum = "c16ce73424a6316e95e09065ba6a207eba7765496fed113702278b7711d4b632" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11668,7 +11793,7 @@ checksum = "aae1efbaa74943dc5ad2a2fb16cbd78b77d7e4d63188f3c5b4df2b4dcd2faaae" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11719,9 +11844,9 @@ dependencies = [ [[package]] name = "syn" -version = "2.0.118" +version = "2.0.119" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "1b9ae57f904213ebb649ce6895b8a66c66f0203b9319718f69a5612a065b1422" +checksum = "872831b642d1a07999a962a351ed35b955ea2cfc8f3862091e2a240a84f17297" dependencies = [ "proc-macro2", "quote", @@ -11745,7 +11870,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -11774,7 +11899,7 @@ checksum = "181f22127402abcf8ee5c83ccd5b408933fec36a6095cf82cda545634692657e" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -12091,7 +12216,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -12102,7 +12227,7 @@ checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -12351,7 +12476,7 @@ checksum = "6e06d43f1345a3bcd39f6a56dbb7dcab2ba47e68e8ac134855e7e2bdbaf8cab8" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -12580,9 +12705,9 @@ dependencies = [ [[package]] name = "toml_edit" -version = "0.25.12+spec-1.1.0" +version = "0.25.13+spec-1.1.0" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d2153edc6955a6c354fad8f5efd38b6a8769bdccf9fe50f8e1329f81b0baa5d7" +checksum = "6975367e4d2ef766d86af01ffad14b622fecc8d4357a998fbc4deb6e9bacaf9b" dependencies = [ "indexmap 2.14.0", "toml_datetime 1.1.1+spec-1.1.0", @@ -12790,7 +12915,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -13043,7 +13168,7 @@ checksum = "cf808357c6ed7e13ba0f3277ec8d8f21b2d501274895104263985330c726c1c5" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -13489,7 +13614,7 @@ dependencies = [ "log", "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "wasm-bindgen-shared", ] @@ -13524,7 +13649,7 @@ checksum = "ffc003a991398a8ee604a401e194b6b3a39677b3173d6e74495eb51b82e99a32" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "wasm-bindgen-backend", "wasm-bindgen-shared", ] @@ -13559,7 +13684,7 @@ checksum = "a369369e4360c2884c3168d22bded735c43cccae97bbc147586d4b480edd138d" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -13745,7 +13870,7 @@ dependencies = [ [[package]] name = "windmill" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-nats", @@ -13827,7 +13952,7 @@ dependencies = [ [[package]] name = "windmill-ai" -version = "1.757.0" +version = "1.759.0" dependencies = [ "async-stream", "async-trait", @@ -13860,7 +13985,7 @@ dependencies = [ [[package]] name = "windmill-alerting" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -13873,7 +13998,7 @@ dependencies = [ [[package]] name = "windmill-api" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "argon2", @@ -14011,7 +14136,7 @@ dependencies = [ [[package]] name = "windmill-api-agent-workers" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14034,7 +14159,7 @@ dependencies = [ [[package]] name = "windmill-api-assets" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14049,7 +14174,7 @@ dependencies = [ [[package]] name = "windmill-api-auth" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "axum 0.8.9", @@ -14075,7 +14200,7 @@ dependencies = [ [[package]] name = "windmill-api-client" -version = "1.757.0" +version = "1.759.0" dependencies = [ "reqwest 0.12.28", "serde", @@ -14085,7 +14210,7 @@ dependencies = [ [[package]] name = "windmill-api-configs" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14102,7 +14227,7 @@ dependencies = [ [[package]] name = "windmill-api-debug" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "base64 0.22.1", @@ -14124,7 +14249,7 @@ dependencies = [ [[package]] name = "windmill-api-embeddings" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "axum 0.8.9", @@ -14147,7 +14272,7 @@ dependencies = [ [[package]] name = "windmill-api-flow-conversations" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14163,7 +14288,7 @@ dependencies = [ [[package]] name = "windmill-api-flows" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14184,7 +14309,7 @@ dependencies = [ [[package]] name = "windmill-api-groups" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14205,7 +14330,7 @@ dependencies = [ [[package]] name = "windmill-api-inputs" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14219,7 +14344,7 @@ dependencies = [ [[package]] name = "windmill-api-integration-tests" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-nats", @@ -14254,7 +14379,7 @@ dependencies = [ [[package]] name = "windmill-api-jobs" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "axum 0.8.9", @@ -14279,7 +14404,7 @@ dependencies = [ [[package]] name = "windmill-api-npm-proxy" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "flate2", @@ -14297,7 +14422,7 @@ dependencies = [ [[package]] name = "windmill-api-openapi" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "axum 0.8.9", @@ -14319,7 +14444,7 @@ dependencies = [ [[package]] name = "windmill-api-schedule" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14339,7 +14464,7 @@ dependencies = [ [[package]] name = "windmill-api-scripts" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14376,7 +14501,7 @@ dependencies = [ [[package]] name = "windmill-api-settings" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "axum 0.8.9", @@ -14404,7 +14529,7 @@ dependencies = [ [[package]] name = "windmill-api-sse" -version = "1.757.0" +version = "1.759.0" dependencies = [ "lazy_static", "serde", @@ -14416,7 +14541,7 @@ dependencies = [ [[package]] name = "windmill-api-users" -version = "1.757.0" +version = "1.759.0" dependencies = [ "argon2", "axum 0.8.9", @@ -14441,7 +14566,7 @@ dependencies = [ [[package]] name = "windmill-api-workers" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14455,7 +14580,7 @@ dependencies = [ [[package]] name = "windmill-api-workspaces" -version = "1.757.0" +version = "1.759.0" dependencies = [ "axum 0.8.9", "chrono", @@ -14490,7 +14615,7 @@ dependencies = [ [[package]] name = "windmill-audit" -version = "1.757.0" +version = "1.759.0" dependencies = [ "chrono", "lazy_static", @@ -14504,7 +14629,7 @@ dependencies = [ [[package]] name = "windmill-autoscaling" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "axum 0.8.9", @@ -14523,7 +14648,7 @@ dependencies = [ [[package]] name = "windmill-common" -version = "1.757.0" +version = "1.759.0" dependencies = [ "aes-gcm", "aho-corasick", @@ -14625,7 +14750,7 @@ dependencies = [ [[package]] name = "windmill-dep-map" -version = "1.757.0" +version = "1.759.0" dependencies = [ "chrono", "itertools 0.14.0", @@ -14644,7 +14769,7 @@ dependencies = [ [[package]] name = "windmill-git-sync" -version = "1.757.0" +version = "1.759.0" dependencies = [ "regex", "serde", @@ -14659,7 +14784,7 @@ dependencies = [ [[package]] name = "windmill-indexer" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "astral-tokio-tar", @@ -14683,7 +14808,7 @@ dependencies = [ [[package]] name = "windmill-jseval" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "futures", @@ -14700,7 +14825,7 @@ dependencies = [ [[package]] name = "windmill-macros" -version = "1.757.0" +version = "1.759.0" dependencies = [ "itertools 0.14.0", "lazy_static", @@ -14711,12 +14836,12 @@ dependencies = [ "serde", "serde_derive", "serde_yml", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] name = "windmill-mcp" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -14737,7 +14862,7 @@ dependencies = [ [[package]] name = "windmill-native-triggers" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -14768,7 +14893,7 @@ dependencies = [ [[package]] name = "windmill-oauth" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "arc-swap", @@ -14793,7 +14918,7 @@ dependencies = [ [[package]] name = "windmill-object-store" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-stream", @@ -14827,7 +14952,7 @@ dependencies = [ [[package]] name = "windmill-operator" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "futures", @@ -14845,7 +14970,7 @@ dependencies = [ [[package]] name = "windmill-parser" -version = "1.757.0" +version = "1.759.0" dependencies = [ "convert_case 0.6.0", "serde", @@ -14854,7 +14979,7 @@ dependencies = [ [[package]] name = "windmill-parser-bash" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -14866,7 +14991,7 @@ dependencies = [ [[package]] name = "windmill-parser-csharp" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde_json", @@ -14878,7 +15003,7 @@ dependencies = [ [[package]] name = "windmill-parser-go" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "gosyn", @@ -14890,7 +15015,7 @@ dependencies = [ [[package]] name = "windmill-parser-graphql" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -14902,7 +15027,7 @@ dependencies = [ [[package]] name = "windmill-parser-java" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde_json", @@ -14914,7 +15039,7 @@ dependencies = [ [[package]] name = "windmill-parser-nu" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "nu-parser", @@ -14925,7 +15050,7 @@ dependencies = [ [[package]] name = "windmill-parser-php" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "itertools 0.14.0", @@ -14936,7 +15061,7 @@ dependencies = [ [[package]] name = "windmill-parser-py" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "itertools 0.14.0", @@ -14948,7 +15073,7 @@ dependencies = [ [[package]] name = "windmill-parser-py-asset" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "rustpython-ast", @@ -14959,7 +15084,7 @@ dependencies = [ [[package]] name = "windmill-parser-py-imports" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-recursion", @@ -14981,7 +15106,7 @@ dependencies = [ [[package]] name = "windmill-parser-r" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde_json", @@ -14993,7 +15118,7 @@ dependencies = [ [[package]] name = "windmill-parser-ruby" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -15007,7 +15132,7 @@ dependencies = [ [[package]] name = "windmill-parser-rust" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "convert_case 0.6.0", @@ -15017,14 +15142,14 @@ dependencies = [ "quote", "regex", "serde_json", - "syn 2.0.118", + "syn 2.0.119", "toml", "windmill-parser", ] [[package]] name = "windmill-parser-sql" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -15037,7 +15162,7 @@ dependencies = [ [[package]] name = "windmill-parser-sql-asset" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde", @@ -15049,7 +15174,7 @@ dependencies = [ [[package]] name = "windmill-parser-ts" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -15067,7 +15192,7 @@ dependencies = [ [[package]] name = "windmill-parser-ts-asset" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde-wasm-bindgen", @@ -15083,7 +15208,7 @@ dependencies = [ [[package]] name = "windmill-parser-wac" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "rustpython-ast", @@ -15099,7 +15224,7 @@ dependencies = [ [[package]] name = "windmill-parser-yaml" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde", @@ -15110,7 +15235,7 @@ dependencies = [ [[package]] name = "windmill-queue" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-recursion", @@ -15149,13 +15274,14 @@ dependencies = [ [[package]] name = "windmill-runtime-nativets" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "const_format", "deno_ast", "deno_console", "deno_core", + "deno_crypto", "deno_error 0.6.1", "deno_fetch", "deno_fs", @@ -15188,7 +15314,7 @@ dependencies = [ [[package]] name = "windmill-sql-datatype-parser-wasm" -version = "1.757.0" +version = "1.759.0" dependencies = [ "getrandom 0.3.4", "wasm-bindgen", @@ -15199,7 +15325,7 @@ dependencies = [ [[package]] name = "windmill-store" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-recursion", @@ -15233,7 +15359,7 @@ dependencies = [ [[package]] name = "windmill-test-utils" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15257,7 +15383,7 @@ dependencies = [ [[package]] name = "windmill-trigger" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15290,7 +15416,7 @@ dependencies = [ [[package]] name = "windmill-trigger-azure" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15323,7 +15449,7 @@ dependencies = [ [[package]] name = "windmill-trigger-email" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15343,7 +15469,7 @@ dependencies = [ [[package]] name = "windmill-trigger-gcp" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15377,7 +15503,7 @@ dependencies = [ [[package]] name = "windmill-trigger-http" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15413,7 +15539,7 @@ dependencies = [ [[package]] name = "windmill-trigger-kafka" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15436,7 +15562,7 @@ dependencies = [ [[package]] name = "windmill-trigger-mqtt" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15460,7 +15586,7 @@ dependencies = [ [[package]] name = "windmill-trigger-nats" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-nats", @@ -15484,7 +15610,7 @@ dependencies = [ [[package]] name = "windmill-trigger-postgres" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15519,7 +15645,7 @@ dependencies = [ [[package]] name = "windmill-trigger-sqs" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15547,7 +15673,7 @@ dependencies = [ [[package]] name = "windmill-trigger-websocket" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-trait", @@ -15572,7 +15698,7 @@ dependencies = [ [[package]] name = "windmill-types" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "bitflags 2.13.0", @@ -15591,7 +15717,7 @@ dependencies = [ [[package]] name = "windmill-worker" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-once-cell", @@ -15701,7 +15827,7 @@ dependencies = [ [[package]] name = "windmill-worker-volumes" -version = "1.757.0" +version = "1.759.0" dependencies = [ "bytes", "futures", @@ -15828,7 +15954,7 @@ checksum = "f6fc35f58ecd95a9b71c4f2329b911016e6bec66b3f2e6a4aad86bd2e99e2f9b" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -15839,7 +15965,7 @@ checksum = "9107ddc059d5b6fbfbffdfa7a7fe3e22a226def0b2608f72e9d552763d3e1ad7" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -15850,7 +15976,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -15861,7 +15987,7 @@ checksum = "08990546bf4edef8f431fa6326e032865f27138718c587dc21bc0265bbcb57cc" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -15872,7 +15998,7 @@ checksum = "29bee4b38ea3cde66011baa44dba677c432a78593e202392d1e9070cf2a7fca7" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -15883,7 +16009,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -16335,6 +16461,18 @@ dependencies = [ "tap", ] +[[package]] +name = "x25519-dalek" +version = "2.0.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c7e468321c81fb07fa7f4c636c3972b9100f0346e5b6a9f2bd0603a52f7ed277" +dependencies = [ + "curve25519-dalek", + "rand_core 0.6.4", + "serde", + "zeroize", +] + [[package]] name = "x509-parser" version = "0.16.0" @@ -16421,7 +16559,7 @@ checksum = "de844c262c8848816172cef550288e7dc6c7b7814b4ee56b3e1553f275f1858e" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "synstructure", ] @@ -16442,7 +16580,7 @@ checksum = "e2e817b7b52d0c7358d3246da9d69935ebb18116b2b102b4230dac079b4862f5" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] @@ -16462,7 +16600,7 @@ checksum = "11532158c46691caf0f2593ea8358fed6bbf68a0315e80aae9bd41fbade684a1" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", "synstructure", ] @@ -16471,6 +16609,20 @@ name = "zeroize" version = "1.9.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "e13c156562582aa81c60cb29407084cdb54c4164760106ab78e6c5b0858cf64e" +dependencies = [ + "zeroize_derive", +] + +[[package]] +name = "zeroize_derive" +version = "1.5.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3c50655cbb0fe3fc43170059e702f1ce5e19b84cec58dc87b037a09935c2f328" +dependencies = [ + "proc-macro2", + "quote", + "syn 2.0.119", +] [[package]] name = "zerotrie" @@ -16502,7 +16654,7 @@ checksum = "625dc425cab0dca6dc3c3319506e6593dcb08a9f387ea3b284dbd52a92c40555" dependencies = [ "proc-macro2", "quote", - "syn 2.0.118", + "syn 2.0.119", ] [[package]] diff --git a/backend/Cargo.toml b/backend/Cargo.toml index e207dffbae..acaef26b20 100644 --- a/backend/Cargo.toml +++ b/backend/Cargo.toml @@ -1,6 +1,6 @@ [package] name = "windmill" -version = "1.757.0" +version = "1.759.0" authors.workspace = true edition.workspace = true @@ -87,7 +87,7 @@ members = [ exclude = ["./windmill-duckdb-ffi-internal", "./parsers/windmill-parser-wasm"] [workspace.package] -version = "1.757.0" +version = "1.759.0" authors = ["Ruben Fiszel "] edition = "2021" @@ -490,6 +490,10 @@ deno_console = "0.209.0" deno_url = "0.209.0" deno_webidl = "0.209.0" deno_web = "0.240.0" +# Sibling release of the pinned deno_core 0.352 / deno_web 0.240 stack +# (its deps are deno_core ^0.352, deno_web ^0.240, deno_error =0.6.1). A newer +# deno_crypto would force bumping the whole deno stack. +deno_crypto = "0.223.0" deno_io = "0.119.0" deno_fs = "0.119.0" deno_net = "0.201.0" diff --git a/backend/migrations/20260714230440_wrap_session_gucs_in_rls_policies.down.sql b/backend/migrations/20260714230440_wrap_session_gucs_in_rls_policies.down.sql new file mode 100644 index 0000000000..df20dcfc59 --- /dev/null +++ b/backend/migrations/20260714230440_wrap_session_gucs_in_rls_policies.down.sql @@ -0,0 +1,68 @@ +-- Inverse of the up migration: strip the scalar sub-select wrapping from the +-- session GUC reads in RLS predicates, restoring the bare per-row forms. +-- +-- Postgres re-deparses the wrapped sub-selects into a canonical shape +-- ( SELECT AS ), and drops the redundant ::text[] cast in the +-- jsonb `?|` context while keeping it in the `= ANY (...)` context, so the +-- unwrap tolerates the alias and the optional trailing cast. + +CREATE FUNCTION pg_temp.unwrap_session_gucs(expr text) RETURNS text AS $fn$ +DECLARE e text := expr; +BEGIN + IF e IS NULL THEN + RETURN NULL; + END IF; + -- ( SELECT regexp_split_to_array(current_setting('session.'::text), ','::text) AS regexp_split_to_array)[::text[]] + e := regexp_replace(e, + '\( SELECT (regexp_split_to_array\(current_setting\(''session\.(?:pgroups|groups|folders_read|folders_write)''::text\), '',''::text\)) AS regexp_split_to_array\)(?:::text\[\])?', + '\1', 'g'); + -- ( SELECT concat('u/', current_setting('session.user'::text)) AS concat) + e := regexp_replace(e, + '\( SELECT (concat\(''u/'', current_setting\(''session\.user''::text\)\)) AS concat\)', + '\1', 'g'); + -- ( SELECT current_setting('session.user'::text) AS current_setting) + e := regexp_replace(e, + '\( SELECT (current_setting\(''session\.user''::text\)) AS current_setting\)', + '\1', 'g'); + RETURN e; +END; +$fn$ LANGUAGE plpgsql IMMUTABLE; + +DO $do$ +DECLARE + r record; + new_qual text; + new_check text; + stmt text; +BEGIN + FOR r IN + SELECT schemaname, tablename, policyname, permissive, cmd, roles, qual, with_check + FROM pg_policies + WHERE schemaname = 'public' + AND (coalesce(qual, '') LIKE '%current_setting(''session.%' + OR coalesce(with_check, '') LIKE '%current_setting(''session.%') + LOOP + new_qual := pg_temp.unwrap_session_gucs(r.qual); + new_check := pg_temp.unwrap_session_gucs(r.with_check); + + EXECUTE format('DROP POLICY %I ON %I.%I', r.policyname, r.schemaname, r.tablename); + + stmt := format( + 'CREATE POLICY %I ON %I.%I AS %s FOR %s TO %s', + r.policyname, r.schemaname, r.tablename, + r.permissive, r.cmd, + (SELECT string_agg(quote_ident(role_name), ', ') FROM unnest(r.roles) AS role_name) + ); + IF new_qual IS NOT NULL THEN + stmt := stmt || format(' USING (%s)', new_qual); + END IF; + IF new_check IS NOT NULL THEN + stmt := stmt || format(' WITH CHECK (%s)', new_check); + END IF; + + EXECUTE stmt; + END LOOP; +END; +$do$; + +DROP FUNCTION pg_temp.unwrap_session_gucs(text); diff --git a/backend/migrations/20260714230440_wrap_session_gucs_in_rls_policies.up.sql b/backend/migrations/20260714230440_wrap_session_gucs_in_rls_policies.up.sql new file mode 100644 index 0000000000..c77cad1820 --- /dev/null +++ b/backend/migrations/20260714230440_wrap_session_gucs_in_rls_policies.up.sql @@ -0,0 +1,80 @@ +-- Wrap per-row session GUC reads in RLS predicates in a scalar sub-select so +-- Postgres hoists them to a one-time InitPlan instead of re-evaluating +-- current_setting('session.*') once per scanned row. +-- +-- The session GUCs are set with SET LOCAL (set_config(..., true)) in +-- set_session_context(), so they are constant for the duration of a statement. +-- Wrapping the session-derived subexpression in (select ...) is therefore +-- value-preserving: same rows in, same rows out, N per-row GUC lookups collapse +-- to 1. Array-producing subexpressions keep an explicit ::text[] cast on the +-- sub-select so `= ANY (...)` / `?|` stay in their array-operand form rather +-- than being reparsed as a row-returning subquery. +-- +-- This rewrites every existing policy (recorded across ~30 prior migrations) +-- whose USING / WITH CHECK predicate reads a session GUC, by deparsing the +-- current predicate and substituting the wrapped forms. See the .down.sql for +-- the inverse. + +CREATE FUNCTION pg_temp.wrap_session_gucs(expr text) RETURNS text AS $fn$ +DECLARE e text := expr; +BEGIN + IF e IS NULL THEN + RETURN NULL; + END IF; + -- Protect the maximal session-derived subexpressions with placeholders first, + -- so the bare-scalar pass below only touches genuinely-bare session.user reads. + e := replace(e, 'regexp_split_to_array(current_setting(''session.pgroups''::text), '',''::text)', '@@WM_P0@@'); + e := replace(e, 'regexp_split_to_array(current_setting(''session.groups''::text), '',''::text)', '@@WM_P1@@'); + e := replace(e, 'regexp_split_to_array(current_setting(''session.folders_read''::text), '',''::text)', '@@WM_P2@@'); + e := replace(e, 'regexp_split_to_array(current_setting(''session.folders_write''::text), '',''::text)', '@@WM_P3@@'); + e := replace(e, 'concat(''u/'', current_setting(''session.user''::text))', '@@WM_P4@@'); + -- Wrap any remaining bare scalar session.user read. + e := replace(e, 'current_setting(''session.user''::text)', '(select current_setting(''session.user''::text))'); + -- Restore the protected subexpressions, now wrapped in a scalar sub-select. + e := replace(e, '@@WM_P0@@', '(select regexp_split_to_array(current_setting(''session.pgroups''::text), '',''::text))::text[]'); + e := replace(e, '@@WM_P1@@', '(select regexp_split_to_array(current_setting(''session.groups''::text), '',''::text))::text[]'); + e := replace(e, '@@WM_P2@@', '(select regexp_split_to_array(current_setting(''session.folders_read''::text), '',''::text))::text[]'); + e := replace(e, '@@WM_P3@@', '(select regexp_split_to_array(current_setting(''session.folders_write''::text), '',''::text))::text[]'); + e := replace(e, '@@WM_P4@@', '(select concat(''u/'', current_setting(''session.user''::text)))'); + RETURN e; +END; +$fn$ LANGUAGE plpgsql IMMUTABLE; + +DO $do$ +DECLARE + r record; + new_qual text; + new_check text; + stmt text; +BEGIN + FOR r IN + SELECT schemaname, tablename, policyname, permissive, cmd, roles, qual, with_check + FROM pg_policies + WHERE schemaname = 'public' + AND (coalesce(qual, '') LIKE '%current_setting(''session.%' + OR coalesce(with_check, '') LIKE '%current_setting(''session.%') + LOOP + new_qual := pg_temp.wrap_session_gucs(r.qual); + new_check := pg_temp.wrap_session_gucs(r.with_check); + + EXECUTE format('DROP POLICY %I ON %I.%I', r.policyname, r.schemaname, r.tablename); + + stmt := format( + 'CREATE POLICY %I ON %I.%I AS %s FOR %s TO %s', + r.policyname, r.schemaname, r.tablename, + r.permissive, r.cmd, + (SELECT string_agg(quote_ident(role_name), ', ') FROM unnest(r.roles) AS role_name) + ); + IF new_qual IS NOT NULL THEN + stmt := stmt || format(' USING (%s)', new_qual); + END IF; + IF new_check IS NOT NULL THEN + stmt := stmt || format(' WITH CHECK (%s)', new_check); + END IF; + + EXECUTE stmt; + END LOOP; +END; +$do$; + +DROP FUNCTION pg_temp.wrap_session_gucs(text); diff --git a/backend/parsers/windmill-parser-wasm/Cargo.lock b/backend/parsers/windmill-parser-wasm/Cargo.lock index f415ddf6dc..222292b087 100644 --- a/backend/parsers/windmill-parser-wasm/Cargo.lock +++ b/backend/parsers/windmill-parser-wasm/Cargo.lock @@ -6191,7 +6191,7 @@ checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f" [[package]] name = "windmill-common" -version = "1.757.0" +version = "1.759.0" dependencies = [ "aho-corasick", "anyhow", @@ -6272,7 +6272,7 @@ dependencies = [ [[package]] name = "windmill-macros" -version = "1.757.0" +version = "1.759.0" dependencies = [ "proc-macro2", "quote", @@ -6284,7 +6284,7 @@ dependencies = [ [[package]] name = "windmill-parser" -version = "1.757.0" +version = "1.759.0" dependencies = [ "convert_case", "serde", @@ -6293,7 +6293,7 @@ dependencies = [ [[package]] name = "windmill-parser-bash" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -6305,7 +6305,7 @@ dependencies = [ [[package]] name = "windmill-parser-csharp" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde_json", @@ -6317,7 +6317,7 @@ dependencies = [ [[package]] name = "windmill-parser-go" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "gosyn", @@ -6329,7 +6329,7 @@ dependencies = [ [[package]] name = "windmill-parser-graphql" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -6341,7 +6341,7 @@ dependencies = [ [[package]] name = "windmill-parser-java" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde_json", @@ -6353,7 +6353,7 @@ dependencies = [ [[package]] name = "windmill-parser-nu" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "nu-parser", @@ -6364,7 +6364,7 @@ dependencies = [ [[package]] name = "windmill-parser-php" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "itertools 0.14.0", @@ -6375,7 +6375,7 @@ dependencies = [ [[package]] name = "windmill-parser-py" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "itertools 0.14.0", @@ -6387,7 +6387,7 @@ dependencies = [ [[package]] name = "windmill-parser-py-asset" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "rustpython-ast", @@ -6398,7 +6398,7 @@ dependencies = [ [[package]] name = "windmill-parser-py-imports" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "async-recursion", @@ -6420,7 +6420,7 @@ dependencies = [ [[package]] name = "windmill-parser-r" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde_json", @@ -6432,7 +6432,7 @@ dependencies = [ [[package]] name = "windmill-parser-ruby" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -6446,7 +6446,7 @@ dependencies = [ [[package]] name = "windmill-parser-rust" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "convert_case", @@ -6463,7 +6463,7 @@ dependencies = [ [[package]] name = "windmill-parser-sql" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -6476,7 +6476,7 @@ dependencies = [ [[package]] name = "windmill-parser-sql-asset" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde", @@ -6488,7 +6488,7 @@ dependencies = [ [[package]] name = "windmill-parser-ts" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "lazy_static", @@ -6506,7 +6506,7 @@ dependencies = [ [[package]] name = "windmill-parser-ts-asset" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde-wasm-bindgen", @@ -6522,7 +6522,7 @@ dependencies = [ [[package]] name = "windmill-parser-wac" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "rustpython-ast", @@ -6538,7 +6538,7 @@ dependencies = [ [[package]] name = "windmill-parser-wasm" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "getrandom 0.2.17", @@ -6570,7 +6570,7 @@ dependencies = [ [[package]] name = "windmill-parser-yaml" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "serde", @@ -6581,7 +6581,7 @@ dependencies = [ [[package]] name = "windmill-types" -version = "1.757.0" +version = "1.759.0" dependencies = [ "anyhow", "bitflags", diff --git a/backend/parsers/windmill-parser-wasm/Cargo.toml b/backend/parsers/windmill-parser-wasm/Cargo.toml index af7aac8ff1..4a2ad50f4c 100644 --- a/backend/parsers/windmill-parser-wasm/Cargo.toml +++ b/backend/parsers/windmill-parser-wasm/Cargo.toml @@ -12,7 +12,7 @@ resolver = "2" members = ["."] [workspace.package] -version = "1.757.0" +version = "1.759.0" edition = "2021" authors = ["Ruben Fiszel "] diff --git a/backend/windmill-api-auth/src/scopes.rs b/backend/windmill-api-auth/src/scopes.rs index 041885369c..3c09185650 100644 --- a/backend/windmill-api-auth/src/scopes.rs +++ b/backend/windmill-api-auth/src/scopes.rs @@ -596,6 +596,17 @@ fn map_http_method_to_action(method: &str, route_path: &str) -> ScopeAction { /// Returns `"flows"` or `"scripts"` based on the match, or `None` if no match is found. fn determine_kind_from_route(route_path: &str) -> Option { if route_path.starts_with("jobs") { + // Preview/bundle runs execute arbitrary code with no deployed path, so + // their handlers require the broad `jobs:run` scope: they must carry no + // kind, else the derived scope is narrower than the handler demands. + // Anchor to the endpoint segment so by-path runs of a deployed runnable + // whose path contains "preview" (e.g. `run/p/f/team/preview_report`) are + // still classified by their kind. + if route_path.starts_with("jobs/run/preview") + || route_path.starts_with("jobs/run_wait_result/preview") + { + return None; + } if FLOW_JOBS.iter().any(|path| route_path.starts_with(path)) { return Some("flows".to_string()); } else if SCRIPT_JOBS.iter().any(|path| route_path.starts_with(path)) { @@ -1296,6 +1307,42 @@ mod tests { Some("jobs:run:flows") ); + // Preview/bundle runs have no deployed path and their handlers require the + // broad `jobs:run` scope, so the derived scope must not carry a kind. + for path in [ + "/api/w/ws/jobs/run/preview", + "/api/w/ws/jobs/run/preview_bundle", + "/api/w/ws/jobs/run/preview_flow", + "/api/w/ws/jobs/run_wait_result/preview", + "/api/w/ws/jobs/run_wait_result/preview_flow", + ] { + assert_eq!( + scope_for_route("POST", path).as_deref(), + Some("jobs:run"), + "preview route {path} must derive the broad jobs:run scope" + ); + } + + // By-path runs of a deployed runnable whose path contains "preview" must + // still derive their kind (not be swept into the broad jobs:run above), + // otherwise a `jobs:run:scripts:*`/`jobs:run:flows:*` token is denied. + assert_eq!( + scope_for_route("POST", "/api/w/ws/jobs/run/p/u/alice/preview_report").as_deref(), + Some("jobs:run:scripts") + ); + assert_eq!( + scope_for_route( + "POST", + "/api/w/ws/jobs/run_wait_result/p/f/team/preview_report" + ) + .as_deref(), + Some("jobs:run:scripts") + ); + assert_eq!( + scope_for_route("POST", "/api/w/ws/jobs/run/f/f/team/preview_report").as_deref(), + Some("jobs:run:flows") + ); + // The minted scope actually satisfies the route check it targets. let s = scope_for_route("POST", "/api/w/ws/variables/create").unwrap(); assert!(check_route_access(&[s], "/api/w/ws/variables/create", "POST").is_ok()); diff --git a/backend/windmill-api/openapi.yaml b/backend/windmill-api/openapi.yaml index 181b5e8733..aa086cb02c 100644 --- a/backend/windmill-api/openapi.yaml +++ b/backend/windmill-api/openapi.yaml @@ -1,7 +1,7 @@ openapi: "3.0.3" info: - version: 1.757.0 + version: 1.759.0 title: Windmill API contact: diff --git a/backend/windmill-api/src/mcp/utils.rs b/backend/windmill-api/src/mcp/utils.rs index ba4ea391d5..de0ad9d4da 100644 --- a/backend/windmill-api/src/mcp/utils.rs +++ b/backend/windmill-api/src/mcp/utils.rs @@ -149,7 +149,10 @@ pub async fn get_items sqlx::FromRow<'a, sqlx::postgres::PgRow> + Sen .and_where("o.archived = false"); if item_type == "script" { - sqlb.and_where("o.auto_kind IS NULL"); + // only exclude library scripts (no main function); pipeline, test, WAC, + // and any future `auto_kind` values remain callable. Mirrors the scripts + // list API deny-list. + sqlb.and_where("(o.auto_kind IS NULL OR o.auto_kind <> 'lib')"); } if let Some(prefix) = path_prefix { diff --git a/backend/windmill-jseval/src/lib.rs b/backend/windmill-jseval/src/lib.rs index 3a2b0d1484..55af36f65a 100644 --- a/backend/windmill-jseval/src/lib.rs +++ b/backend/windmill-jseval/src/lib.rs @@ -290,6 +290,7 @@ pub async fn eval_timeout_quickjs( .collect(); let expr_clone = expr.clone(); + let memory_limit = *QUICKJS_MEMORY_LIMIT_BYTES; // Run the QuickJS evaluation with a timeout. // Use the current runtime handle rather than creating an independent @@ -313,6 +314,7 @@ pub async fn eval_timeout_quickjs( by_id_clone, ctx, context_keys, + memory_limit, ) .await }) @@ -326,8 +328,97 @@ pub async fn eval_timeout_quickjs( })?? } +/// Default memory cap, in bytes, for a single flow step-input transform eval +/// (`eval_timeout_quickjs`). Large enough for transforms that build sizeable +/// arrays; genuinely large payloads raise it via `QUICKJS_MEMORY_LIMIT_MB`. +/// +/// Sizing constraint: evals are authenticated and, within a worker process, run +/// one at a time (`transform_input` awaits each transform sequentially and each +/// eval drops its runtime before the next), so in the default one-worker-per- +/// process deployment the peak is a single cap. Native / multi-worker-in-process +/// mode runs up to `NUM_WORKERS` evals concurrently in one heap, so the peak is +/// `NUM_WORKERS × cap` — hence a modest default rather than a large one. #[cfg(feature = "quickjs")] -const QUICKJS_MEMORY_LIMIT: usize = 32 * 1024 * 1024; +const DEFAULT_QUICKJS_MEMORY_LIMIT_BYTES: usize = 128 * 1024 * 1024; + +/// Memory cap, in bytes, for `eval_simple_js` (batch-rerun filter and `retry_if` +/// boolean/arg expressions). Kept lower than the flow-transform cap and NOT tied +/// to `QUICKJS_MEMORY_LIMIT_MB`: `eval_simple_js` runs in the API process, which +/// serves concurrent requests with no per-process serialization, so its peak is +/// `concurrent_requests × cap` and unbounded by worker count. These expressions +/// only remap job args / return a boolean, so a small cap is ample. +#[cfg(feature = "quickjs")] +const EVAL_SIMPLE_JS_MEMORY_LIMIT_BYTES: usize = 32 * 1024 * 1024; + +#[cfg(feature = "quickjs")] +lazy_static! { + /// Flow-transform eval memory limit in bytes, resolved once at process start. + /// Overridable via the `QUICKJS_MEMORY_LIMIT_MB` env var (a positive integer + /// in MB); falls back to `DEFAULT_QUICKJS_MEMORY_LIMIT_BYTES` otherwise. + static ref QUICKJS_MEMORY_LIMIT_BYTES: usize = std::env::var("QUICKJS_MEMORY_LIMIT_MB") + .ok() + .and_then(|s| s.parse::().ok()) + .filter(|mb| *mb > 0) + .map(|mb| mb.saturating_mul(1024 * 1024)) + .unwrap_or(DEFAULT_QUICKJS_MEMORY_LIMIT_BYTES); +} + +/// Convert a caught QuickJS error into an `anyhow::Error`, turning heap +/// exhaustion into a clear, actionable message instead of an opaque one. +/// +/// QuickJS signals OOM two ways, neither meaningful to users: an `InternalError` +/// whose message is exactly "out of memory", or — when it cannot even allocate +/// that error — a bare `null`/`undefined` throw that rquickjs renders as +/// "Exception generated by quickjs". Both are detected here from the caught value +/// itself (its kind), which is reliable; a post-hoc heap check is not, because +/// QuickJS ref-count frees the offending allocations as the JS stack unwinds. +/// +/// The `InternalError` name is required (not just the message) so that a user's +/// own `throw new Error("out of memory")` — a plain `Error` — is left as a normal +/// error. The one irreducible ambiguity is an explicit `throw null` / `throw +/// undefined`: QuickJS's own OOM null-throw is indistinguishable from it, so those +/// rare user throws are intentionally absorbed into the OOM bucket rather than +/// leaking the opaque error for the far more common genuine-OOM case. +/// +/// `env_override` names the env var that tunes the cap for this eval path, or is +/// `None` when the cap is fixed (so the message doesn't advise a setting that +/// wouldn't help). +#[cfg(feature = "quickjs")] +fn map_quickjs_error( + err: rquickjs::CaughtError<'_>, + memory_limit: usize, + env_override: Option<&str>, +) -> anyhow::Error { + let is_oom = match &err { + rquickjs::CaughtError::Exception(e) => { + e.as_object() + .get::<_, Option>("name") + .ok() + .flatten() + .as_deref() + == Some("InternalError") + && e.message().as_deref() == Some("out of memory") + } + rquickjs::CaughtError::Value(v) => v.is_null() || v.is_undefined(), + rquickjs::CaughtError::Error(_) => false, + }; + if is_oom { + let remediation = match env_override { + Some(var) => format!( + "Reduce the amount of data handled in the expression, or raise the \ + cap via the {var} environment variable." + ), + None => "Reduce the amount of data handled in the expression.".to_string(), + }; + anyhow::anyhow!( + "The expression evaluation exceeded the memory limit of {} MB. {}", + memory_limit / (1024 * 1024), + remediation + ) + } else { + anyhow::anyhow!("QuickJS evaluation error: {}", err) + } +} #[cfg(feature = "quickjs")] async fn eval_quickjs_inner( @@ -339,9 +430,10 @@ async fn eval_quickjs_inner( by_id: Option, extra_ctx: Option>, context_keys: Vec, + memory_limit: usize, ) -> anyhow::Result> { let runtime = AsyncRuntime::new()?; - runtime.set_memory_limit(QUICKJS_MEMORY_LIMIT).await; + runtime.set_memory_limit(memory_limit).await; let context = AsyncContext::full(&runtime).await?; // Create shared state for async ops if we have a client @@ -467,10 +559,10 @@ async fn eval_quickjs_inner( }; // Evaluate the expression (returns a Promise that resolves to a JSON string) - let promise: rquickjs::Promise = ctx.eval(code).catch(&ctx).map_err(quickjs_error_to_anyhow)?; + let promise: rquickjs::Promise = ctx.eval(code).catch(&ctx).map_err(|e| map_quickjs_error(e, memory_limit, Some("QUICKJS_MEMORY_LIMIT_MB")))?; // Await the promise - let result: Value = promise.into_future().await.catch(&ctx).map_err(quickjs_error_to_anyhow)?; + let result: Value = promise.into_future().await.catch(&ctx).map_err(|e| map_quickjs_error(e, memory_limit, Some("QUICKJS_MEMORY_LIMIT_MB")))?; let json_str = String::from_js(&ctx, result) .unwrap_or_else(|_| "null".to_string()); @@ -856,34 +948,13 @@ pub async fn eval_simple_js( expr: String, globals: HashMap, ) -> anyhow::Result> { + let memory_limit = EVAL_SIMPLE_JS_MEMORY_LIMIT_BYTES; let handle = tokio::runtime::Handle::current(); tokio::time::timeout( std::time::Duration::from_millis(EVAL_TIMEOUT_MS), tokio::task::spawn_blocking(move || { - handle.block_on(async move { - let runtime = AsyncRuntime::new()?; - runtime.set_memory_limit(QUICKJS_MEMORY_LIMIT).await; - let context = AsyncContext::full(&runtime).await?; - - async_with!(context => |ctx| { - let js_globals = ctx.globals(); - - // Set up each named global - for (name, value) in &globals { - let js_val = json_to_js(&ctx, value)?; - js_globals.set(name.as_str(), js_val)?; - } - - // Wrap expression to return JSON string - let code = format!("JSON.stringify(({}) ?? null)", expr); - let result: String = ctx.eval(code) - .catch(&ctx) - .map_err(quickjs_error_to_anyhow)?; - - Ok(unsafe_raw(result)) - }) - .await - }) + handle + .block_on(async move { eval_simple_js_inner(&expr, &globals, memory_limit).await }) }), ) .await @@ -892,6 +963,37 @@ pub async fn eval_simple_js( })?? } +#[cfg(feature = "quickjs")] +async fn eval_simple_js_inner( + expr: &str, + globals: &HashMap, + memory_limit: usize, +) -> anyhow::Result> { + let runtime = AsyncRuntime::new()?; + runtime.set_memory_limit(memory_limit).await; + let context = AsyncContext::full(&runtime).await?; + + async_with!(context => |ctx| { + let js_globals = ctx.globals(); + + // Set up each named global + for (name, value) in globals { + let js_val = json_to_js(&ctx, value)?; + js_globals.set(name.as_str(), js_val)?; + } + + // Wrap expression to return JSON string + let code = format!("JSON.stringify(({}) ?? null)", expr); + // Fixed cap (EVAL_SIMPLE_JS_MEMORY_LIMIT_BYTES): no env override to suggest. + let result: String = ctx.eval(code) + .catch(&ctx) + .map_err(|e| map_quickjs_error(e, memory_limit, None))?; + + Ok(unsafe_raw(result)) + }) + .await +} + // ── Fallback stubs when quickjs is disabled ────────────────────────── #[cfg(not(feature = "quickjs"))] @@ -2715,4 +2817,168 @@ mod tests { let result = eval_simple_js("this is not valid js @#$".to_string(), globals).await; assert!(result.is_err()); } + + // ===================================================================== + // MEMORY LIMIT + // ===================================================================== + + #[test] + fn test_quickjs_memory_limit_default() { + // Absent (or invalid) env var falls back to the compiled default. + if std::env::var("QUICKJS_MEMORY_LIMIT_MB").is_err() { + assert_eq!( + *QUICKJS_MEMORY_LIMIT_BYTES, + DEFAULT_QUICKJS_MEMORY_LIMIT_BYTES + ); + } + } + + #[tokio::test] + async fn test_eval_oom_error_reports_memory_limit() { + // A million-element array cannot fit in a 4MB heap. Here QuickJS has room + // to build a proper InternalError; it must surface as a clear memory-limit + // message. This is the fixed-cap eval_simple_js path, so it must NOT + // advise the env var (which does not tune this path). + let err = eval_simple_js_inner( + "Array.from({ length: 1000000 }, (_, i) => i)", + &HashMap::new(), + 4 * 1024 * 1024, + ) + .await + .expect_err("expected OOM to fail") + .to_string(); + assert!(err.contains("memory limit"), "unexpected error: {err}"); + assert!( + !err.contains("QUICKJS_MEMORY_LIMIT_MB"), + "fixed-cap path must not advise the env var: {err}" + ); + } + + #[tokio::test] + async fn test_eval_flow_oom_reports_env_override() { + // The flow step-input transform path is env-tunable, so its OOM message + // must point at QUICKJS_MEMORY_LIMIT_MB. + let err = eval_quickjs_inner( + "Array.from({ length: 1000000 }, (_, i) => i)", + HashMap::new(), + None, + None, + None, + None, + None, + Vec::new(), + 4 * 1024 * 1024, + ) + .await + .expect_err("expected OOM to fail") + .to_string(); + assert!(err.contains("memory limit"), "unexpected error: {err}"); + assert!( + err.contains("QUICKJS_MEMORY_LIMIT_MB"), + "no env hint: {err}" + ); + } + + #[tokio::test] + async fn test_eval_opaque_oom_reports_memory_limit() { + // Under a cap too small to hold it, QuickJS runs out of memory while + // building the flattened array and cannot even allocate the Error object, + // so it throws a bare null that rquickjs renders as the opaque "Exception + // generated by quickjs". That must still be recognised as a memory-limit + // failure rather than surfaced opaquely (issue #8073). + let err = eval_simple_js_inner( + "Array.from({ length: 1000000 }, (_, i) => [i, i + 1, i + 2]).flat().length", + &HashMap::new(), + 64 * 1024 * 1024, + ) + .await + .expect_err("expected OOM to fail") + .to_string(); + assert!(err.contains("memory limit"), "opaque OOM leaked: {err}"); + assert!( + !err.contains("Exception generated by quickjs"), + "opaque OOM leaked: {err}" + ); + } + + #[tokio::test] + async fn test_eval_user_throw_not_reported_as_oom() { + // A transform that throws a non-null value must NOT be misattributed to + // the memory limit — only OOM's null/undefined throw is. The Error cases + // guard the InternalError-kind check: a plain `Error`, even one whose + // message is exactly "out of memory", is a user error, not OOM. + for expr in [ + "(() => { throw 'boom' })()", + "(() => { throw new Error('boom') })()", + "(() => { throw new Error('out of memory later') })()", + "(() => { throw new Error('out of memory') })()", + ] { + let err = eval_simple_js_inner(expr, &HashMap::new(), 64 * 1024 * 1024) + .await + .expect_err("expected user throw to fail") + .to_string(); + assert!( + !err.contains("memory limit"), + "misreported as OOM ({expr}): {err}" + ); + } + } + + #[tokio::test] + async fn test_eval_bare_null_throw_treated_as_oom() { + // Documents the accepted ambiguity: QuickJS reports OOM as a bare null + // throw, indistinguishable from a user `throw null` / `throw undefined`. + // Absorbing these rare user throws into the OOM bucket is the deliberate + // tradeoff for reliably catching the far more common OOM case. + for expr in ["(() => { throw null })()", "(() => { throw undefined })()"] { + let err = eval_simple_js_inner(expr, &HashMap::new(), 64 * 1024 * 1024) + .await + .expect_err("expected throw to fail") + .to_string(); + assert!( + err.contains("memory limit"), + "expected OOM bucket ({expr}): {err}" + ); + } + } + + #[tokio::test] + async fn test_eval_issue_payload_succeeds_with_raised_cap() { + // The exact #8073 payload exceeds the conservative default but succeeds + // once the cap is raised to 256MB (what the env override lets operators + // do), exercising the flow step-input transform path (eval_timeout_quickjs) + // via eval_quickjs_inner. + let result = eval_quickjs_inner( + "Array.from({ length: 1000000 }, (_, i) => [i, i + 1, i + 2]).flat().length", + HashMap::new(), + None, + None, + None, + None, + None, + Vec::new(), + 256 * 1024 * 1024, + ) + .await + .expect("issue payload should evaluate once the cap is raised"); + assert_eq!(result.get(), "3000000"); + } + + #[tokio::test] + async fn test_eval_moderately_large_array_under_default() { + // A ~48MB array: comfortably above the 32MB range yet under the 128MB + // default, evaluated through the flow step-input transform path. + let result = eval_timeout_quickjs( + "Array.from({ length: 3000000 }, (_, i) => i).length".to_string(), + HashMap::new(), + None, + None, + None, + None, + None, + ) + .await + .expect("moderately large array should evaluate under the default limit"); + assert_eq!(result.get(), "3000000"); + } } diff --git a/backend/windmill-mcp/src/common/schema.rs b/backend/windmill-mcp/src/common/schema.rs index 96dcd023fc..3f88f7e781 100644 --- a/backend/windmill-mcp/src/common/schema.rs +++ b/backend/windmill-mcp/src/common/schema.rs @@ -376,6 +376,36 @@ mod tests { use serde_json::json; use std::collections::HashMap; + fn raw_schema(raw: &str) -> Option { + Some(serde_json::from_str::(raw).unwrap()) + } + + #[test] + fn flow_schema_without_required_keeps_properties() { + // Real flow input schema shape (see backend/tests/worker.rs): it omits + // `required` and carries an `order` key instead. This shape must keep its + // properties, not fall back to an empty schema, so MCP flow tools still + // advertise their inputs. + let flow = raw_schema( + r#"{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"world":{"type":"string"}},"type":"object","order":["world"]}"#, + ); + let schema_type = convert_schema_to_schema_type(flow); + assert_eq!(schema_type.r#type, "object"); + assert!(schema_type.properties.contains_key("world")); + assert!(schema_type.required.is_empty()); + } + + #[test] + fn script_schema_with_required_keeps_properties() { + // Script schemas always include `required`; this must remain unaffected. + let script = raw_schema( + r#"{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"world":{"type":"string"}},"required":["world"],"type":"object"}"#, + ); + let schema_type = convert_schema_to_schema_type(script); + assert!(schema_type.properties.contains_key("world")); + assert_eq!(schema_type.required, vec!["world".to_string()]); + } + fn aws_resources() -> (HashMap>, Vec) { let mut cache = HashMap::new(); cache.insert( @@ -965,9 +995,11 @@ mod tests { make_schema_compatible(&mut schema); assert_eq!(schema["properties"]["services"]["type"], json!("array")); - assert!(schema["properties"]["services"]["items"]["properties"]["value"] - .get("type") - .is_none()); + assert!( + schema["properties"]["services"]["items"]["properties"]["value"] + .get("type") + .is_none() + ); assert_all_types_valid(&schema); } } diff --git a/backend/windmill-mcp/src/common/types.rs b/backend/windmill-mcp/src/common/types.rs index d6bd88a397..8ec6175bdb 100644 --- a/backend/windmill-mcp/src/common/types.rs +++ b/backend/windmill-mcp/src/common/types.rs @@ -53,14 +53,26 @@ pub struct HubScriptInfo { } /// Schema type structure for JSON schemas +/// +/// The `#[serde(default)]` attributes are load-bearing: flow input schemas +/// legitimately omit `required` (they carry an `order` key instead) and can omit +/// `type`. Without the defaults, `serde_json::from_str::` errors on +/// those schemas and callers fall back to an empty schema, dropping every input. #[derive(Serialize, Deserialize, Debug, Clone)] #[cfg_attr(feature = "server", derive(FromRow))] pub struct SchemaType { + #[serde(default = "default_schema_type")] pub r#type: String, + #[serde(default)] pub properties: HashMap, + #[serde(default)] pub required: Vec, } +fn default_schema_type() -> String { + "object".to_string() +} + impl Default for SchemaType { fn default() -> Self { Self { r#type: "object".to_string(), properties: HashMap::new(), required: vec![] } diff --git a/backend/windmill-runtime-nativets/Cargo.toml b/backend/windmill-runtime-nativets/Cargo.toml index d3686d2264..d0b4e97f19 100644 --- a/backend/windmill-runtime-nativets/Cargo.toml +++ b/backend/windmill-runtime-nativets/Cargo.toml @@ -20,6 +20,7 @@ windmill-parser-ts.workspace = true deno_fetch.workspace = true deno_webidl.workspace = true deno_web.workspace = true +deno_crypto.workspace = true deno_net.workspace = true deno_console.workspace = true deno_url.workspace = true @@ -55,6 +56,7 @@ rcgen = "0.13.2" deno_fetch.workspace = true deno_webidl.workspace = true deno_web.workspace = true +deno_crypto.workspace = true deno_net.workspace = true deno_console.workspace = true deno_url.workspace = true diff --git a/backend/windmill-runtime-nativets/build.rs b/backend/windmill-runtime-nativets/build.rs index 8262827815..29a6dbf81b 100644 --- a/backend/windmill-runtime-nativets/build.rs +++ b/backend/windmill-runtime-nativets/build.rs @@ -111,9 +111,9 @@ deno_core::extension!( // `extension_transpiler` callback for `deno_core::snapshot::create_snapshot`. // -// Specialized to our snapshot's inputs. Of the seven deno_* extensions -// we register via `init()`, six ship pre-built `.js` files -// in their `esm` lists (webidl/url/console/web/fetch/net) — only +// Specialized to our snapshot's inputs. Of the eight deno_* extensions +// we register via `init()`, seven ship pre-built `.js` files +// in their `esm` lists (webidl/url/console/web/crypto/fetch/net) — only // `deno_telemetry`'s `extension!` macro lists `.ts` files // (`telemetry.ts`, `util.ts`), so the TypeScript branch is needed // solely for that crate. Our local `fetch` extension contributes @@ -187,6 +187,7 @@ fn main() { deno_url::deno_url::init(), deno_console::deno_console::init(), deno_web::deno_web::init::(Arc::new(BlobStore::default()), None), + deno_crypto::deno_crypto::init(None), deno_fetch::deno_fetch::init::(Default::default()), deno_net::deno_net::init::(None, None), fetch::init(), diff --git a/backend/windmill-runtime-nativets/src/lib.rs b/backend/windmill-runtime-nativets/src/lib.rs index 2058268256..6e80b1405e 100644 --- a/backend/windmill-runtime-nativets/src/lib.rs +++ b/backend/windmill-runtime-nativets/src/lib.rs @@ -572,6 +572,9 @@ pub(crate) fn create_nativets_runtime( deno_url::deno_url::init(), deno_console::deno_console::init(), deno_web::deno_web::init::(Arc::new(BlobStore::default()), None), + // Registered after deno_web to keep the snapshot (build.rs) a prefix of + // the runtime extension list; deno_crypto declares deps = [deno_webidl, deno_web]. + deno_crypto::deno_crypto::init(None), deno_fetch::deno_fetch::init::(fetch_options), deno_net::deno_net::init::(None, None), fetch::init(), @@ -621,6 +624,13 @@ pub(crate) fn create_nativets_runtime( op_state.put(LogString { s: log_sender }); } + // Per-isolate JS init that can't run in the snapshot (runtime.js executes at + // snapshot-build time): currently seeds performance.timeOrigin via + // setTimeOrigin(), which must read this isolate's wall clock. + js_runtime + .execute_script("", "globalThis.__wmInitPerIsolate()") + .map_err(windmill_common::error::to_anyhow)?; + Ok(CreatedRuntime { js_runtime, log_receiver, memory_limit_rx }) } @@ -1010,7 +1020,10 @@ function processStreamIterative(res) {{ {otel_context_inject} -let args = Deno.core.ops.op_get_static_args().map(JSON.parse) +// A slot is `null` only when the arg was not provided: pass `undefined` so the +// parameter default applies (JS defaults ignore `null`), matching the bun runner. +// A provided JSON `null` arrives as the string "null" and stays `null`. +let args = Deno.core.ops.op_get_static_args().map((arg) => arg === null ? undefined : JSON.parse(arg)) import("file:///eval.ts").then((module) => module.{main_fn}(...args)) .then(res => {{ if (isAsyncIterable(res)) {{ diff --git a/backend/windmill-runtime-nativets/src/runtime.js b/backend/windmill-runtime-nativets/src/runtime.js index 2639353a04..01bec09983 100644 --- a/backend/windmill-runtime-nativets/src/runtime.js +++ b/backend/windmill-runtime-nativets/src/runtime.js @@ -1,4 +1,5 @@ import * as abortSignal from "ext:deno_web/03_abort_signal.js"; +import * as domException from "ext:deno_web/01_dom_exception.js"; import * as base64 from "ext:deno_web/05_base64.js"; import * as console from "ext:deno_console/01_console.js"; import * as encoding from "ext:deno_web/08_text_encoding.js"; @@ -15,13 +16,17 @@ import * as net from "ext:deno_net/01_net.js"; import * as tls from "ext:deno_net/02_tls.js"; import * as urlPattern from "ext:deno_url/01_urlpattern.js"; import * as webidl from "ext:deno_webidl/00_webidl.js"; +import * as crypto from "ext:deno_crypto/00_crypto.js"; import * as response from "ext:deno_fetch/23_response.js"; import * as request from "ext:deno_fetch/23_request.js"; import "ext:deno_web/02_structured_clone.js"; -import "ext:deno_web/04_global_interfaces.js"; -import "ext:deno_web/13_message_port.js"; -import "ext:deno_web/14_compression.js"; -import "ext:deno_web/15_performance.js"; +import * as globalInterfaces from "ext:deno_web/04_global_interfaces.js"; +// Namespace imports (not side-effect-only) so their constructors are reachable +// for the globalThis wiring below. The module bodies still execute on +// evaluation, so their side effects apply. +import * as messagePort from "ext:deno_web/13_message_port.js"; +import * as compression from "ext:deno_web/14_compression.js"; +import * as performance from "ext:deno_web/15_performance.js"; import "ext:deno_web/16_image_data.js"; import "ext:deno_fetch/27_eventsource.js"; @@ -41,6 +46,10 @@ globalThis.console = new console.Console((msg, level) => ); globalThis.AbortController = abortSignal.AbortController; globalThis.AbortSignal = abortSignal.AbortSignal; +globalThis.crypto = crypto.crypto; +globalThis.Crypto = crypto.Crypto; +globalThis.CryptoKey = crypto.CryptoKey; +globalThis.SubtleCrypto = crypto.SubtleCrypto; Object.assign(globalThis, { clearInterval: timers.clearInterval, @@ -49,6 +58,93 @@ Object.assign(globalThis, { setTimeout: timers.setTimeout, }); +// Standard web-platform globals from the deno_web / deno_url extensions, +// exposed to match the bun runner's global surface. Every name below is present +// in bun; names bun lacks (EventSource, ImageData) are deliberately excluded. +Object.assign(globalThis, { + // DOMException. Beyond bun parity, deno_web modules reference it as a global: + // AbortController.abort() with no reason constructs `new DOMException(...)`, so + // without this the already-wired AbortController/AbortSignal throw on abort. + DOMException: domException.DOMException, + // Text encoding + encoding streams. + TextEncoder: encoding.TextEncoder, + TextDecoder: encoding.TextDecoder, + TextEncoderStream: encoding.TextEncoderStream, + TextDecoderStream: encoding.TextDecoderStream, + // File (Blob is already wired above). + File: file.File, + // Events (AbortSignal, already wired, extends EventTarget). MessageEvent is + // the companion to MessagePort/MessageChannel below. Only the event types + // bun exposes are wired (ProgressEvent / PromiseRejectionEvent are not). + // reportError works because __wmInitPerIsolate makes globalThis an EventTarget. + Event: event.Event, + EventTarget: event.EventTarget, + CustomEvent: event.CustomEvent, + MessageEvent: event.MessageEvent, + CloseEvent: event.CloseEvent, + ErrorEvent: event.ErrorEvent, + reportError: event.reportError, + // Streams + queuing strategies + the reader/controller constructors bun also + // exposes as globals (used for `x instanceof ReadableStreamDefaultReader` etc.; + // the controllers throw on direct construction, matching the spec). + ReadableStream: streams.ReadableStream, + ReadableStreamDefaultReader: streams.ReadableStreamDefaultReader, + ReadableStreamBYOBReader: streams.ReadableStreamBYOBReader, + ReadableStreamDefaultController: streams.ReadableStreamDefaultController, + ReadableByteStreamController: streams.ReadableByteStreamController, + ReadableStreamBYOBRequest: streams.ReadableStreamBYOBRequest, + WritableStream: streams.WritableStream, + WritableStreamDefaultWriter: streams.WritableStreamDefaultWriter, + WritableStreamDefaultController: streams.WritableStreamDefaultController, + TransformStream: streams.TransformStream, + TransformStreamDefaultController: streams.TransformStreamDefaultController, + ByteLengthQueuingStrategy: streams.ByteLengthQueuingStrategy, + CountQueuingStrategy: streams.CountQueuingStrategy, + // URL pattern matching. + URLPattern: urlPattern.URLPattern, + // Compression streams. + CompressionStream: compression.CompressionStream, + DecompressionStream: compression.DecompressionStream, + // Message channel / port. + MessageChannel: messagePort.MessageChannel, + MessagePort: messagePort.MessagePort, + // High-resolution timing: the `performance` singleton and its constructor + // globals (bun exposes all of these; PerformanceObserver is not in deno_web). + performance: performance.performance, + Performance: performance.Performance, + PerformanceEntry: performance.PerformanceEntry, + PerformanceMark: performance.PerformanceMark, + PerformanceMeasure: performance.PerformanceMeasure, + // Spec structuredClone (validates args + honors the options bag), from the + // message-port module rather than the single-arg internal helper in + // 02_structured_clone.js. + structuredClone: messagePort.structuredClone, +}); + +// Per-isolate init, invoked from Rust after the snapshot is restored (this +// module body runs at snapshot-build time, not per isolate). +globalThis.__wmInitPerIsolate = () => { + // setTimeOrigin() seeds performance.timeOrigin from the isolate's wall clock; + // without it timeOrigin is undefined and `timeOrigin + performance.now()` is NaN. + performance.setTimeOrigin(); + + // Make globalThis a functional EventTarget, as Deno's bootstrap does. deno_web + // routes uncaught EventTarget-listener errors and reportError through + // reportException, which dispatches an error event on the saved global + // reference; reportError also requires its receiver to equal that reference. + // Both need the reference to be globalThis and globalThis to be an EventTarget, + // otherwise dispatch throws a masking error and globalThis.reportError() throws + // "Illegal invocation". Set up per isolate so the reference is the live global. + // The prototype + brand are what webidl.assertBranded checks in the methods. + Object.setPrototypeOf( + globalThis, + globalInterfaces.DedicatedWorkerGlobalScope.prototype, + ); + event.setEventTargetData(globalThis); + globalThis[webidl.brand] = webidl.brand; + event.saveGlobalThisReference(globalThis); +}; + // Expose bootstrapOtel globally so it can be called from Rust after runtime creation. // We use dynamic import so deno_telemetry isn't loaded during snapshot creation. // Config: [tracingEnabled, metricsEnabled, consoleConfig, deterministic] diff --git a/backend/windmill-runtime-nativets/src/smoke_tests.rs b/backend/windmill-runtime-nativets/src/smoke_tests.rs index 20675ee2a7..b581a9f1fe 100644 --- a/backend/windmill-runtime-nativets/src/smoke_tests.rs +++ b/backend/windmill-runtime-nativets/src/smoke_tests.rs @@ -55,6 +55,34 @@ export async function main(x: number): Promise { assert_eq!(unwrap_value(&r), serde_json::json!(42)); } +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_missing_optional_arg_uses_default() { + // A missing optional arg must arrive as `undefined`, not `null`, so the + // parameter default applies. With `null`, slice(0, null) -> [] -> length 0. + let ts = r#" +export async function main(limit = 50): Promise { + return [1, 2, 3, 4, 5, 6, 7, 8, 9, 10].slice(0, limit).length; +} +"#; + let r = run_ts(ts, &["limit"], serde_json::json!({})).await; + assert_eq!(unwrap_value(&r), serde_json::json!(10)); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_explicit_null_arg_is_preserved() { + // An explicitly-provided JSON null must stay null (distinct from a missing + // arg), so the default does NOT apply. + let ts = r#" +export async function main(x: number | null = 7): Promise { + return x === null ? "null" : String(x); +} +"#; + let r = run_ts(ts, &["x"], serde_json::json!({ "x": null })).await; + assert_eq!(unwrap_value(&r), serde_json::json!("null")); +} + #[tokio::test(flavor = "multi_thread", worker_threads = 2)] #[ignore = "deno_core upgrade smoke; run with --ignored"] async fn smoke_transpile_enum_and_union() { @@ -120,9 +148,8 @@ export async function main(): Promise<{ host: string; pairs: [string, string][] #[tokio::test(flavor = "multi_thread", worker_threads = 2)] #[ignore = "deno_core upgrade smoke; run with --ignored"] async fn smoke_web_blob_btoa_atob() { - // deno_web surface: Blob, atob/btoa. `structuredClone` is *not* wired - // into the nativets global (the deno_web binding doesn't expose it - // here) — if that's ever changed, extend this test to cover it. + // deno_web surface: Blob, atob/btoa. (`structuredClone` and the rest of + // the wired web globals are covered by `smoke_web_globals_are_wired`.) let ts = r#" export async function main(): Promise<{ b64: string; round_trip: string; size: number }> { const blob = new Blob(["hello"], { type: "text/plain" }); @@ -230,6 +257,540 @@ export async function main(i: number): Promise { assert_eq!(got, expected); } +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_text_encoder_decoder() { + // TextEncoder/TextDecoder are wired from deno_web's 08_text_encoding. + // The "€" (U+20AC) is a 3-byte UTF-8 sequence, so this asserts the + // multi-byte encode → decode round-trip (not just ASCII) survives the + // deno_core op boundary. + let ts = r#" +export async function main(): Promise<{ bytes: number[]; round_trip: string }> { + const enc = new TextEncoder(); + const dec = new TextDecoder(); + const bytes = enc.encode("a€b"); + return { bytes: Array.from(bytes), round_trip: dec.decode(bytes) }; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + assert_eq!( + unwrap_value(&r), + serde_json::json!({ + // "a" = 0x61, "€" = 0xE2 0x82 0xAC, "b" = 0x62 + "bytes": [0x61, 0xE2, 0x82, 0xAC, 0x62], + "round_trip": "a€b", + }), + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_web_globals_are_wired() { + // Guard against a wrong export name silently leaving a global unwired: + // assert each web-platform global we assign in runtime.js is actually + // defined. If a deno_web/deno_url export is renamed on a future bump, + // the corresponding `globalThis.X = mod.X` becomes `undefined` and this + // test flips it to false. + let ts = r#" +export async function main(): Promise> { + const names = [ + "DOMException", + "TextEncoder", "TextDecoder", "TextEncoderStream", "TextDecoderStream", + "File", + "Event", "EventTarget", "CustomEvent", + "MessageEvent", "CloseEvent", "ErrorEvent", "reportError", + "ReadableStream", "WritableStream", "TransformStream", + "ReadableStreamDefaultReader", "ReadableStreamBYOBReader", + "ReadableStreamDefaultController", "ReadableByteStreamController", + "ReadableStreamBYOBRequest", "WritableStreamDefaultWriter", + "WritableStreamDefaultController", "TransformStreamDefaultController", + "ByteLengthQueuingStrategy", "CountQueuingStrategy", + "Performance", "PerformanceEntry", "PerformanceMark", "PerformanceMeasure", + "URLPattern", + "CompressionStream", "DecompressionStream", + "MessageChannel", "MessagePort", + "structuredClone", "performance", + ]; + const out: Record = {}; + for (const n of names) out[n] = typeof (globalThis as any)[n] !== "undefined"; + return out; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + let v = unwrap_value(&r); + let obj = v.as_object().expect("expected an object result"); + let unwired: Vec<&String> = obj + .iter() + .filter(|(_, defined)| defined.as_bool() != Some(true)) + .map(|(name, _)| name) + .collect(); + assert!( + unwired.is_empty(), + "these globals were not wired: {unwired:?}" + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_structured_clone_and_performance() { + // structuredClone is the spec function (from 13_message_port.js): it + // deep-clones and accepts an options bag. performance.now() must be finite, + // and performance.timeOrigin must be seeded per isolate (via the Rust-side + // __wmInitPerIsolate call) so that `timeOrigin + now()` tracks wall-clock + // time rather than being NaN. + let ts = r#" +export async function main(): Promise<{ deep_equal: boolean; source_unchanged: boolean; now_ok: boolean; origin_ok: boolean }> { + const src = { a: 1, nested: { b: [2, 3] } }; + const copy = structuredClone(src); + copy.nested.b.push(4); + const deep_equal = JSON.stringify(copy) === JSON.stringify({ a: 1, nested: { b: [2, 3, 4] } }); + // Mutating the clone must not touch the source (proves a real deep clone). + const source_unchanged = src.nested.b.length === 2; + const now_ok = Number.isFinite(performance.now()); + // timeOrigin must be a finite epoch-ms value, and timeOrigin + now() must + // land within a few seconds of Date.now() (guards the per-isolate seeding). + const origin = performance.timeOrigin; + const origin_ok = Number.isFinite(origin) && Math.abs(origin + performance.now() - Date.now()) < 5000; + return { deep_equal, source_unchanged, now_ok, origin_ok }; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + assert_eq!( + unwrap_value(&r), + serde_json::json!({ "deep_equal": true, "source_unchanged": true, "now_ok": true, "origin_ok": true }), + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_web_globals_construct() { + // `smoke_web_globals_are_wired` only checks the constructors are defined. + // Several are backed by deno_web ops (compression, message-port, URL + // pattern parsing) that a future bump could move out from under the + // still-defined constructor — it would pass the presence check but throw + // at `new`. Actually construct those here so that regression surfaces. + let ts = r#" +export async function main(): Promise<{ pathname: boolean; channel: boolean; gzip_ok: boolean }> { + const pat = new URLPattern({ pathname: "/books/:id" }); + const pathname = pat.test("https://example.com/books/42"); + + const chan = new MessageChannel(); + const channel = chan.port1 instanceof MessagePort && chan.port2 instanceof MessagePort; + + // Round-trip "hi" through gzip compression then decompression. + const compressed = new Blob(["hi"]).stream().pipeThrough(new CompressionStream("gzip")); + const restored = compressed.pipeThrough(new DecompressionStream("gzip")); + const bytes = new Uint8Array(await new Response(restored).arrayBuffer()); + const gzip_ok = new TextDecoder().decode(bytes) === "hi"; + + return { pathname, channel, gzip_ok }; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + assert_eq!( + unwrap_value(&r), + serde_json::json!({ "pathname": true, "channel": true, "gzip_ok": true }), + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_readable_stream_roundtrip() { + // ReadableStream + TextEncoderStream/TextDecoderStream: pipe an encode + // stream through and read chunks back. Exercises the streams surface + // (06_streams.js) that `res.body instanceof ReadableStream` relies on. + let ts = r#" +export async function main(): Promise<{ is_readable: boolean; text: string }> { + const rs = new ReadableStream({ + start(controller) { + controller.enqueue("hello "); + controller.enqueue("stream"); + controller.close(); + }, + }); + const is_readable = rs instanceof ReadableStream; + const decoded = rs + .pipeThrough(new TextEncoderStream()) + .pipeThrough(new TextDecoderStream()); + let text = ""; + for await (const chunk of decoded) text += chunk; + return { is_readable, text }; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + assert_eq!( + unwrap_value(&r), + serde_json::json!({ "is_readable": true, "text": "hello stream" }), + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_web_crypto() { + // deno_crypto surface: the Web Crypto globals (`crypto`, `crypto.subtle`) + // that bring nativets to parity with the bun runner. Covers all three + // op families: getRandomValues (sync fill), randomUUID (RNG + formatting), + // and subtle.digest (async op returning an ArrayBuffer). The SHA-256 of + // "abc" is a fixed NIST vector, so a broken digest op fails the assert + // rather than silently returning garbage. + let ts = r#" +export async function main(): Promise<{ uuid: string; nonzero: boolean; sha256: string }> { + const uuid = crypto.randomUUID(); + + const buf = new Uint8Array(16); + crypto.getRandomValues(buf); + // A 16-byte CSPRNG fill returning all zeros is astronomically unlikely; + // a no-op/stub getRandomValues would leave the array zeroed. + const nonzero = buf.some((b) => b !== 0); + + // "abc" as raw bytes — this test targets deno_crypto, so it avoids + // depending on deno_web's text encoding. + const data = new Uint8Array([0x61, 0x62, 0x63]); + const digest = await crypto.subtle.digest("SHA-256", data); + const sha256 = Array.from(new Uint8Array(digest)) + .map((b) => b.toString(16).padStart(2, "0")) + .join(""); + + return { uuid, nonzero, sha256 }; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + let v = unwrap_value(&r); + + // UUIDv4 shape: 8-4-4-4-12 hex, version nibble 4, variant nibble 8/9/a/b. + let uuid = v.get("uuid").and_then(|x| x.as_str()).unwrap_or(""); + let re = + regex::Regex::new(r"^[0-9a-f]{8}-[0-9a-f]{4}-4[0-9a-f]{3}-[89ab][0-9a-f]{3}-[0-9a-f]{12}$") + .unwrap(); + assert!( + re.is_match(uuid), + "randomUUID did not match UUIDv4 shape: {uuid:?}" + ); + + assert_eq!( + v.get("nonzero"), + Some(&serde_json::json!(true)), + "getRandomValues left the buffer all zeros", + ); + + // Known SHA-256("abc") vector. + assert_eq!( + v.get("sha256").and_then(|x| x.as_str()), + Some("ba7816bf8f01cfea414140de5dae2223b00361a396177a9cb410ff61f20015ad"), + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_web_globals_edge_cases() { + // Broad functional sweep of every wired global — not just "defined" but + // "actually works". A constructor can be present yet throw at `new`/on call + // (an op moved by a deno bump, or a global dependency like DOMException not + // wired), which a presence check misses. Each check returns a bool; anything + // that isn't "ok" is reported in the failure message. + let ts = r#" +export async function main(): Promise> { + const out: Record = {}; + async function check(name: string, fn: () => any) { + try { out[name] = (await fn()) ? "ok" : "FAIL"; } + catch (e: any) { out[name] = "ERR: " + (e && e.message ? e.message : String(e)); } + } + + // --- DOMException + AbortController/AbortSignal (needs the DOMException global) --- + await check("DOMException.construct", () => { + const e = new DOMException("nope", "AbortError"); + return e.name === "AbortError" && e.message === "nope" && e instanceof DOMException; + }); + await check("AbortController.abort_default_reason", () => { + const ac = new AbortController(); + let fired = false; + ac.signal.addEventListener("abort", () => { fired = true; }); + ac.abort(); // constructs a default DOMException("...", "AbortError") + return fired && ac.signal.aborted === true && ac.signal.reason?.name === "AbortError"; + }); + await check("AbortSignal.timeout", async () => { + const sig = AbortSignal.timeout(5); + await new Promise((r) => setTimeout(r, 30)); + return sig.aborted === true && sig.reason?.name === "TimeoutError"; + }); + + // --- TextEncoder / TextDecoder --- + await check("TextEncoder.encodeInto", () => { + const buf = new Uint8Array(3); + const { read, written } = new TextEncoder().encodeInto("abc", buf); + return read === 3 && written === 3 && buf[0] === 0x61; + }); + await check("TextDecoder.utf16le", () => + new TextDecoder("utf-16le").decode(new Uint8Array([0x41, 0x00])) === "A"); + await check("TextDecoder.fatal_throws", () => { + try { new TextDecoder("utf-8", { fatal: true }).decode(new Uint8Array([0xff])); return false; } + catch { return true; } + }); + + // --- File --- + await check("File.props_and_read", async () => { + const f = new File(["hi"], "a.txt", { type: "text/plain", lastModified: 123 }); + return f.name === "a.txt" && f.type === "text/plain" && f.lastModified === 123 + && f.size === 2 && (await f.text()) === "hi" && f instanceof Blob; + }); + + // --- Events --- + await check("EventTarget.dispatch_fires", () => { + const et = new EventTarget(); + let got = ""; + et.addEventListener("ping", (e: any) => { got = e.detail; }); + et.dispatchEvent(new CustomEvent("ping", { detail: "pong" })); + return got === "pong"; + }); + // (A throwing EventTarget listener and reportError both surface the error + // asynchronously as an unhandled exception — matching bun, which exits + // non-zero — so they fail the script rather than a `check`; the dedicated + // smoke_eventtarget_throwing_listener_reports_original test covers that the + // ORIGINAL error is surfaced, not a masking one.) + await check("MessageEvent.data", () => new MessageEvent("m", { data: 42 }).data === 42); + await check("CloseEvent.code_reason", () => { + const e = new CloseEvent("close", { code: 1000, reason: "bye" }); + return e.code === 1000 && e.reason === "bye"; + }); + await check("ErrorEvent.message", () => new ErrorEvent("error", { message: "boom" }).message === "boom"); + + // --- Streams --- + await check("ReadableStream.tee", async () => { + const rs = new ReadableStream({ start(c) { c.enqueue(1); c.enqueue(2); c.close(); } }); + const [a, b] = rs.tee(); + const ra: number[] = []; for await (const x of a) ra.push(x); + const rb: number[] = []; for await (const x of b) rb.push(x); + return JSON.stringify(ra) === "[1,2]" && JSON.stringify(rb) === "[1,2]"; + }); + await check("ReadableStream.reader_cancel", async () => { + const rs = new ReadableStream({ start(c) { c.enqueue("x"); } }); + const rd = rs.getReader(); + const { value } = await rd.read(); + await rd.cancel(); + return value === "x"; + }); + await check("WritableStream.write_close", async () => { + const chunks: string[] = []; + const ws = new WritableStream({ write(c) { chunks.push(c); } }); + const w = ws.getWriter(); + await w.write("a"); await w.write("b"); await w.close(); + return JSON.stringify(chunks) === '["a","b"]'; + }); + await check("TransformStream.identity", async () => { + const t = new TransformStream(); + const w = t.writable.getWriter(); w.write("hello"); w.close(); + let o = ""; for await (const c of t.readable) o += c; + return o === "hello"; + }); + await check("Stream reader/controller instanceof globals", async () => { + // The reader/writer/controller constructors are exposed as globals for + // instanceof checks (bun parity). Obtain real instances and verify. + let ctrlOk = false; + const rs = new ReadableStream({ + start(c: any) { ctrlOk = c instanceof ReadableStreamDefaultController; c.close(); }, + }); + const reader = rs.getReader(); + const readerOk = reader instanceof ReadableStreamDefaultReader; + const ws = new WritableStream(); + const writerOk = ws.getWriter() instanceof WritableStreamDefaultWriter; + return ctrlOk && readerOk && writerOk; + }); + await check("ByteLengthQueuingStrategy", () => { + const s = new ByteLengthQueuingStrategy({ highWaterMark: 16 }); + return s.highWaterMark === 16 && typeof s.size === "function"; + }); + await check("CountQueuingStrategy.in_stream", async () => { + const s = new CountQueuingStrategy({ highWaterMark: 1 }); + const rs = new ReadableStream({ start(c) { c.enqueue(7); c.close(); } }, s); + const rd = rs.getReader(); + return (await rd.read()).value === 7 && s.highWaterMark === 1; + }); + + // --- URLPattern --- + await check("URLPattern.exec_groups", () => { + const p = new URLPattern({ pathname: "/users/:id" }); + const m = p.exec("https://x.com/users/42"); + return p.test("https://x.com/users/42") && m?.pathname.groups.id === "42"; + }); + + // --- Compression (all three formats) --- + async function roundtrip(fmt: string): Promise { + const comp = new Blob(["hello compression"]).stream().pipeThrough(new CompressionStream(fmt as any)); + const decomp = comp.pipeThrough(new DecompressionStream(fmt as any)); + return new TextDecoder().decode(new Uint8Array(await new Response(decomp).arrayBuffer())); + } + await check("Compression.gzip", async () => (await roundtrip("gzip")) === "hello compression"); + await check("Compression.deflate", async () => (await roundtrip("deflate")) === "hello compression"); + await check("Compression.deflate_raw", async () => (await roundtrip("deflate-raw")) === "hello compression"); + + // --- structuredClone edge cases --- + await check("structuredClone.Map", () => { + const c = structuredClone(new Map([["k", 1]])); + return c instanceof Map && c.get("k") === 1; + }); + await check("structuredClone.Set", () => { + const c = structuredClone(new Set([1, 2])); + return c instanceof Set && c.has(2); + }); + await check("structuredClone.Date", () => { + const c = structuredClone(new Date(0)); + return c instanceof Date && c.getTime() === 0; + }); + await check("structuredClone.TypedArray", () => { + const c = structuredClone(new Uint8Array([1, 2, 3])); + return c instanceof Uint8Array && c[1] === 2; + }); + await check("structuredClone.circular", () => { + const o: any = {}; o.self = o; + const c = structuredClone(o); + return c.self === c; + }); + await check("structuredClone.rejects_function", () => { + try { structuredClone(() => {}); return false; } catch { return true; } + }); + await check("structuredClone.options_bag", () => { + const c = structuredClone({ a: 1 }, { transfer: [] }); + return c.a === 1; + }); + + // --- performance --- + await check("performance.now_monotonic", () => { + const a = performance.now(); const b = performance.now(); + return Number.isFinite(a) && b >= a; + }); + await check("performance.mark_measure", () => { + performance.mark("m1"); + performance.measure("meas", "m1"); + return performance.getEntriesByType("measure").some((e: any) => e.name === "meas"); + }); + await check("performance.constructor_globals", () => { + // The Performance/PerformanceEntry/Mark/Measure constructors are exposed + // as globals (bun parity) for instanceof checks against real entries. + const mark = performance.mark("m2"); + const meas = performance.measure("meas2", "m2"); + return performance instanceof Performance + && mark instanceof PerformanceMark && mark instanceof PerformanceEntry + && meas instanceof PerformanceMeasure && meas instanceof PerformanceEntry; + }); + await check("performance.toJSON_origin", () => { + const j: any = performance.toJSON(); + return Number.isFinite(j.timeOrigin); + }); + + // --- MessageChannel / MessagePort (async delivery, guarded by timeout) --- + await check("MessagePort.postMessage", async () => { + const mc = new MessageChannel(); + const got = await Promise.race([ + new Promise((res) => { + mc.port2.onmessage = (e: any) => res(JSON.stringify(e.data)); + mc.port1.postMessage({ hello: "world" }); + }), + new Promise((res) => setTimeout(() => res("TIMEOUT"), 3000)), + ]); + return got === '{"hello":"world"}'; + }); + + // --- Web Crypto works alongside the other wired globals --- + await check("crypto.getRandomValues", () => { + const buf = new Uint8Array(16); + crypto.getRandomValues(buf); + return buf.some((b) => b !== 0); + }); + await check("crypto.subtle.digest", async () => { + const d = await crypto.subtle.digest("SHA-256", new Uint8Array([0x61, 0x62, 0x63])); + return new Uint8Array(d)[0] === 0xba; // SHA-256("abc") starts with 0xba + }); + + return out; +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + let v = unwrap_value(&r); + let obj = v.as_object().expect("expected an object result"); + let failures: Vec = obj + .iter() + .filter(|(_, val)| val.as_str() != Some("ok")) + .map(|(name, val)| format!("{name} => {}", val.as_str().unwrap_or("?"))) + .collect(); + assert!( + failures.is_empty(), + "edge-case checks that did not pass ({} of {}):\n{}", + failures.len(), + obj.len(), + failures.join("\n"), + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_eventtarget_throwing_listener_reports_original() { + // Invariant: globalThis is a functional EventTarget, so deno_web's + // reportException has a valid saved global dispatch target. An uncaught + // EventTarget-listener error is therefore surfaced with its original message + // as an async unhandled exception (matching bun, which exits non-zero), not + // replaced by a masking "Illegal invocation"/undefined-reference error. + let ts = r#" +export async function main(): Promise { + const et = new EventTarget(); + et.addEventListener("boom", () => { throw new Error("wm_listener_marker"); }); + et.dispatchEvent(new Event("boom")); + // Give the async unhandled-exception report a tick to fire. + await new Promise((r) => setTimeout(r, 20)); +} +"#; + let r = run_ts(ts, &[], serde_json::json!({})).await; + let err = r + .result + .expect_err("a throwing listener should surface an error"); + assert!( + err.contains("wm_listener_marker"), + "the original listener error was lost: {err}", + ); + assert!( + !err.contains("Illegal invocation") && !err.to_lowercase().contains("undefined"), + "dispatchEvent surfaced a masking error instead of the original: {err}", + ); +} + +#[tokio::test(flavor = "multi_thread", worker_threads = 2)] +#[ignore = "deno_core upgrade smoke; run with --ignored"] +async fn smoke_report_error_both_call_forms() { + // reportError must work both unqualified and as a property of globalThis. + // The property form goes through a receiver check (`this === globalThis_`), + // which only passes because globalThis is the saved EventTarget reference; + // otherwise it throws "Illegal invocation". Both forms report the error as an + // async unhandled exception (matching bun), so the script errors with the + // original message rather than a masking one. + for (label, call) in [ + ("bare", "reportError(new Error(\"wm_report_marker\"));"), + ( + "property", + "globalThis.reportError(new Error(\"wm_report_marker\"));", + ), + ] { + let ts = format!( + r#" +export async function main(): Promise {{ + {call} + await new Promise((r) => setTimeout(r, 20)); +}} +"# + ); + let r = run_ts(&ts, &[], serde_json::json!({})).await; + let err = r + .result + .expect_err(&format!("{label} reportError should surface an error")); + assert!( + err.contains("wm_report_marker"), + "{label} reportError lost the original error: {err}", + ); + assert!( + !err.contains("Illegal invocation"), + "{label} reportError threw Illegal invocation: {err}", + ); + } +} + // ----------------------------------------------------------------------------- // Network — actually exercise deno_fetch end-to-end. Skip in air-gapped CI // with `--skip smoke_net_`. diff --git a/backend/windmill-store/src/resources.rs b/backend/windmill-store/src/resources.rs index 98f91065e4..0bcf489050 100644 --- a/backend/windmill-store/src/resources.rs +++ b/backend/windmill-store/src/resources.rs @@ -2431,8 +2431,13 @@ fn is_private_or_reserved_ip(ip: &IpAddr) -> bool { || (v4.octets()[0] == 100 && (v4.octets()[1] & 0xC0) == 64) } IpAddr::V6(v6) => { + let seg = v6.segments(); v6.is_loopback() || v6.is_unspecified() + // fc00::/7 (unique local address) — std has no stable is_unique_local() + || (seg[0] & 0xfe00) == 0xfc00 + // fe80::/10 (link-local) — std has no stable is_unicast_link_local() + || (seg[0] & 0xffc0) == 0xfe80 // IPv4-mapped IPv6 (::ffff:x.x.x.x) — check the inner v4 || v6.to_ipv4_mapped().map_or(false, |v4| { is_private_or_reserved_ip(&IpAddr::V4(v4)) @@ -2447,10 +2452,16 @@ fn is_private_or_reserved_ip(ip: &IpAddr) -> bool { /// SCP-style (`user@host:path`). fn extract_host_from_git_url(url: &str) -> Option { if let Some(after_scheme) = url.split("://").nth(1) { - // Standard URL with scheme - let host_part = match after_scheme.find('@') { - Some(pos) => &after_scheme[pos + 1..], - None => after_scheme, + // The authority ends at the first '/', '?', or '#'; the credentials '@' + // must be searched only within it, else a '@' in the path/query/fragment + // mis-scopes the host (SSRF bypass, GHSA-p5cj-8cfh-mjv6). + let authority_end = after_scheme + .find(|c| c == '/' || c == '?' || c == '#') + .unwrap_or(after_scheme.len()); + let authority = &after_scheme[..authority_end]; + let host_part = match authority.rfind('@') { + Some(pos) => &authority[pos + 1..], + None => authority, }; // Handle IPv6 in brackets: [::1] if host_part.starts_with('[') { @@ -2462,18 +2473,22 @@ fn extract_host_from_git_url(url: &str) -> Option { Some(host.to_lowercase()) }; } - let host_port = host_part.split('/').next()?; - let host = host_port.rsplit_once(':').map_or(host_port, |(h, _)| h); + let host = host_part.rsplit_once(':').map_or(host_part, |(h, _)| h); if host.is_empty() { return None; } return Some(host.to_lowercase()); } - // SCP-style: user@host:path - if let Some(at_pos) = url.find('@') { - let after_at = &url[at_pos + 1..]; - let host = after_at.split(':').next()?; + // SCP-style: user@host:path. The host is bounded by the first ':' (which + // begins the path); credentials are taken from the last '@' within that + // authority, mirroring the scheme path so a planted '@' cannot mis-scope it. + if url.contains('@') { + let authority = url.split(':').next().unwrap_or(url); + let host = match authority.rfind('@') { + Some(pos) => &authority[pos + 1..], + None => authority, + }; if host.is_empty() { return None; } @@ -2499,6 +2514,15 @@ async fn validate_git_url(url: &str) -> Result<()> { "Git URL contains invalid characters".to_string(), )); } + // Reject query/fragment components. git remote URLs never need them, and + // allowing them lets the URL's true authority (what git actually dials) + // diverge from the host we validate, e.g. + // `http://127.0.0.1/repo.git#@github.com/...` (SSRF, GHSA-p5cj-8cfh-mjv6). + if url.contains('?') || url.contains('#') { + return Err(Error::BadRequest( + "Git URL cannot contain '?' or '#' characters".to_string(), + )); + } let lower = url.to_lowercase(); @@ -3016,6 +3040,32 @@ mod tests { extract_host_from_git_url("http://[::1]:8080/repo.git"), Some("::1".to_string()) ); + // Fragment/query must not leak into the authority (GHSA-p5cj-8cfh-mjv6): + // the host is the real authority, not the '@' planted in the fragment/query. + assert_eq!( + extract_host_from_git_url( + "http://127.0.0.1:40173/repo.git#@github.com/windmill-labs/windmill.git" + ), + Some("127.0.0.1".to_string()) + ); + assert_eq!( + extract_host_from_git_url( + "http://127.0.0.1:40173/repo.git?@github.com/windmill-labs/windmill.git" + ), + Some("127.0.0.1".to_string()) + ); + // Path-less authority terminated by the fragment (exercises the '#' branch + // of the authority boundary directly). + assert_eq!( + extract_host_from_git_url("http://127.0.0.1#@github.com"), + Some("127.0.0.1".to_string()) + ); + // SCP-style with a planted extra '@' must resolve to the real host, not the + // credential segment. + assert_eq!( + extract_host_from_git_url("a@b@127.0.0.1:user/repo.git"), + Some("127.0.0.1".to_string()) + ); // No host extractable assert_eq!(extract_host_from_git_url("/local/path"), None); assert_eq!( @@ -3058,6 +3108,17 @@ mod tests { )); // IPv6 loopback assert!(is_private_or_reserved_ip(&"::1".parse::().unwrap())); + // IPv6 unique local address (fc00::/7) + assert!(is_private_or_reserved_ip( + &"fd00::1".parse::().unwrap() + )); + assert!(is_private_or_reserved_ip( + &"fc00::1".parse::().unwrap() + )); + // IPv6 link-local (fe80::/10) + assert!(is_private_or_reserved_ip( + &"fe80::1".parse::().unwrap() + )); // IPv4-mapped IPv6 assert!(is_private_or_reserved_ip( &"::ffff:127.0.0.1".parse::().unwrap() @@ -3069,6 +3130,12 @@ mod tests { assert!(!is_private_or_reserved_ip( &"140.82.121.4".parse::().unwrap() )); + // Public IPv6 should pass + assert!(!is_private_or_reserved_ip( + &"2606:2800:220:1:248:1893:25c8:1946" + .parse::() + .unwrap() + )); } #[tokio::test] @@ -3092,6 +3159,10 @@ mod tests { .await .is_err()); assert!(validate_git_url("git://0.0.0.0/repo.git").await.is_err()); + // IPv6 loopback, unique-local, and link-local literals + assert!(validate_git_url("git://[::1]/repo.git").await.is_err()); + assert!(validate_git_url("git://[fd00::1]/repo.git").await.is_err()); + assert!(validate_git_url("git://[fe80::1]/repo.git").await.is_err()); } #[tokio::test] @@ -3128,4 +3199,30 @@ mod tests { assert!(validate_git_url("-evil").await.is_err()); assert!(validate_git_url("--upload-pack=evil").await.is_err()); } + + #[tokio::test] + async fn test_validate_git_url_blocks_fragment_query_ssrf() { + // GHSA-p5cj-8cfh-mjv6: a loopback authority must stay blocked, and the + // fragment/query `@public-host` bypasses of #8600 must be rejected so the + // host git dials can never diverge from the validated host. + assert!(validate_git_url("http://127.0.0.1:40173/repo.git") + .await + .is_err()); + assert!(validate_git_url( + "http://127.0.0.1:40173/repo.git#@github.com/windmill-labs/windmill.git" + ) + .await + .is_err()); + assert!(validate_git_url( + "http://127.0.0.1:40173/repo.git?@github.com/windmill-labs/windmill.git" + ) + .await + .is_err()); + // A legitimate public repo URL still validates. + assert!( + validate_git_url("https://github.com/windmill-labs/windmill.git") + .await + .is_ok() + ); + } } diff --git a/backend/windmill-types/src/flows.rs b/backend/windmill-types/src/flows.rs index 006185dbd9..0c95b9612b 100644 --- a/backend/windmill-types/src/flows.rs +++ b/backend/windmill-types/src/flows.rs @@ -804,6 +804,10 @@ pub struct AgentTool { pub id: String, #[serde(skip_serializing_if = "Option::is_none")] pub summary: Option, + /// Free-text description given to the AI to decide when and how to call this tool. + /// Overrides the description auto-derived from the underlying runnable. + #[serde(skip_serializing_if = "Option::is_none")] + pub description: Option, pub value: ToolValue, } @@ -816,6 +820,8 @@ impl From for AgentTool { AgentTool { id: flow_module.id, summary: flow_module.summary, + // FlowModule has no dedicated tool description; it is carried on AgentTool only. + description: None, value: ToolValue::FlowModule(module_value), } } diff --git a/backend/windmill-worker/src/ai_executor.rs b/backend/windmill-worker/src/ai_executor.rs index 8c8c94c7e6..2161504725 100644 --- a/backend/windmill-worker/src/ai_executor.rs +++ b/backend/windmill-worker/src/ai_executor.rs @@ -135,6 +135,43 @@ fn find_ai_agent_tool_module_in_parent_agent( Ok(None) } +/// Resolve the `description` sent to the model for an AI agent tool, in priority order: +/// an explicit per-tool description, then one auto-derived from the underlying runnable, +/// then the tool name as the historical last-resort fallback. Blank/whitespace-only values +/// at each level are skipped so a lower-priority source can still apply. +fn resolve_tool_description( + user_description: Option, + derived_description: Option, + tool_name: &str, +) -> String { + fn non_empty(value: Option) -> Option { + value + .map(|s| s.trim().to_string()) + .filter(|s| !s.is_empty()) + } + + non_empty(user_description) + .or_else(|| non_empty(derived_description)) + .unwrap_or_else(|| tool_name.to_string()) +} + +/// Fetch a workspace script's stored description by hash, used to auto-derive an AI agent +/// tool's description when the user did not provide an explicit one. Returns `None` when the +/// script has no description or on any lookup error, so the caller falls back to the tool name. +async fn fetch_script_description(db: &DB, w_id: &str, hash: i64) -> Option { + sqlx::query_scalar!( + "SELECT description FROM script WHERE hash = $1 AND workspace_id = $2", + hash, + w_id, + ) + .fetch_optional(db) + .await + .ok() + .flatten() + .map(|d| d.trim().to_string()) + .filter(|d| !d.is_empty()) +} + pub async fn handle_ai_agent_job( // connection conn: &Connection, @@ -259,6 +296,9 @@ pub async fn handle_ai_agent_job( // Separate Windmill tools from MCP tools, websearch, and extract MCP resource configs let mut windmill_modules: Vec = Vec::new(); + // Explicit per-tool descriptions keyed by tool id. When set, these override the + // description auto-derived from the underlying runnable when building tool definitions. + let mut tool_descriptions: HashMap = HashMap::new(); #[allow(unused_mut)] let mut mcp_configs: Vec = Vec::new(); let mut has_websearch = false; @@ -291,6 +331,14 @@ pub async fn handle_ai_agent_job( ToolValue::FlowModule(_) => { // Regular Windmill flow module (script, flow, etc.) - convert to FlowModule tracing::debug!("Windmill module: {:?}", tool.id); + if let Some(description) = tool + .description + .as_ref() + .map(|d| d.trim()) + .filter(|d| !d.is_empty()) + { + tool_descriptions.insert(tool.id.clone(), description.to_string()); + } if let Some(flow_module) = Option::::from(&tool) { windmill_modules.push(flow_module); } @@ -308,6 +356,7 @@ pub async fn handle_ai_agent_job( let conn = conn; let db = db; let job = job; + let user_description = tool_descriptions.get(&t.id).cloned(); async move { let Some(summary) = t.summary.as_ref().filter(|s| TOOL_NAME_REGEX.is_match(s)) else { return Err(Error::internal_err(format!( @@ -316,9 +365,9 @@ pub async fn handle_ai_agent_job( ))); }; - // Extract schema and input_transforms from the module value + // Extract schema, input_transforms, and an auto-derived description from the module value let module_value = t.get_value()?; - let (schema, input_transforms) = match &module_value { + let (schema, input_transforms, derived_description) = match &module_value { FlowModuleValue::Script { hash, path, @@ -327,9 +376,12 @@ pub async fn handle_ai_agent_job( is_trigger, pass_flow_input_directly, } => { + let derived_description: Option; let schema = match hash { Some(hash) => { let (_, metadata) = cache::script::fetch(conn, hash.clone()).await?; + derived_description = + fetch_script_description(db, &job.workspace_id, hash.0).await; Ok::<_, Error>( metadata .schema @@ -346,6 +398,12 @@ pub async fn handle_ai_agent_job( None, ) .await?; + // Hub scripts carry their free-text description in `summary`. + derived_description = hub_script + .summary + .as_ref() + .map(|s| s.trim().to_string()) + .filter(|s| !s.is_empty()); Ok(Some(hub_script.schema)) } else { let hash = get_latest_hash_for_path( @@ -365,6 +423,8 @@ pub async fn handle_ai_agent_job( is_trigger: *is_trigger, pass_flow_input_directly: *pass_flow_input_directly, }); + derived_description = + fetch_script_description(db, &job.workspace_id, hash.0).await; let (_, metadata) = cache::script::fetch(conn, hash).await?; Ok(metadata .schema @@ -374,11 +434,11 @@ pub async fn handle_ai_agent_job( } } }?; - (schema, input_transforms) + (schema, input_transforms, derived_description) } FlowModuleValue::RawScript { content, language, input_transforms, .. } => { let schema = Some(parse_raw_script_schema(&content, &language)?); - (schema, input_transforms) + (schema, input_transforms, None) } FlowModuleValue::AIAgent { input_transforms, .. } => { // By convention for AIAgent tools, only user_message is expected to be AI-filled. @@ -388,6 +448,7 @@ pub async fn handle_ai_agent_job( .expect("AI_AGENT_TOOL_SCHEMA should always be valid JSON"), ), input_transforms, + None, ) } _ => { @@ -405,12 +466,15 @@ pub async fn handle_ai_agent_job( None }; + let description = + resolve_tool_description(user_description, derived_description, summary); + Ok(Tool { def: ToolDef { r#type: "function".to_string(), function: ToolDefFunction { name: summary.clone(), - description: Some(summary.clone()), + description: Some(description), parameters: schema.unwrap_or_else(|| { to_raw_value(&serde_json::json!({ "type": "object", @@ -1368,6 +1432,44 @@ mod tests { } } + #[test] + fn tool_description_prefers_explicit_over_derived_and_name() { + assert_eq!( + resolve_tool_description( + Some(" Use to look up a user by id ".to_string()), + Some("derived from script".to_string()), + "get_user" + ), + "Use to look up a user by id" + ); + } + + #[test] + fn tool_description_falls_back_to_derived_when_no_explicit() { + assert_eq!( + resolve_tool_description(None, Some("Sync resources".to_string()), "sync_tool"), + "Sync resources" + ); + // A blank explicit description must not shadow a usable derived one. + assert_eq!( + resolve_tool_description( + Some(" ".to_string()), + Some("Sync resources".to_string()), + "sync_tool" + ), + "Sync resources" + ); + } + + #[test] + fn tool_description_falls_back_to_name_when_nothing_usable() { + assert_eq!(resolve_tool_description(None, None, "my_tool"), "my_tool"); + assert_eq!( + resolve_tool_description(Some(" ".to_string()), Some("".to_string()), "my_tool"), + "my_tool" + ); + } + #[test] fn auto_memory_request_preserves_messages_within_context_window() { let loaded_messages = vec![ diff --git a/benchmarks/lib.ts b/benchmarks/lib.ts index cc27b34abc..1cc713ae60 100644 --- a/benchmarks/lib.ts +++ b/benchmarks/lib.ts @@ -2,7 +2,7 @@ import { sleep } from "https://deno.land/x/sleep@v1.2.1/mod.ts"; import * as windmill from "https://deno.land/x/windmill@v1.174.0/mod.ts"; import * as api from "https://deno.land/x/windmill@v1.174.0/windmill-api/index.ts"; -export const VERSION = "v1.757.0"; +export const VERSION = "v1.759.0"; export async function login(email: string, password: string): Promise { return await windmill.UserService.login({ diff --git a/cli/src/core/constants.ts b/cli/src/core/constants.ts index 23d7737cff..6cd9394f19 100644 --- a/cli/src/core/constants.ts +++ b/cli/src/core/constants.ts @@ -10,4 +10,4 @@ export const WM_FORK_PREFIX = "wm-fork"; // (e.g. utils.ts) can read it without importing main.ts and creating a circular // dependency (main → workspace → utils → main) that triggers a TDZ. // Re-exported from main.ts for backwards compatibility. -export const VERSION = "1.757.0"; +export const VERSION = "1.759.0"; diff --git a/cli/src/guidance/skills.gen.ts b/cli/src/guidance/skills.gen.ts index 90b13b350d..d081b84599 100644 --- a/cli/src/guidance/skills.gen.ts +++ b/cli/src/guidance/skills.gen.ts @@ -5333,7 +5333,7 @@ Reference a specific resource using \`$res:\` prefix: ## OpenFlow Schema -{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \\"yellow\\", \\"#ffff00\\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution \\u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. 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Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. 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Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticProviderTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind","mapping":{"off":"#/components/schemas/MemoryOff","auto":"#/components/schemas/MemoryAuto","manual":"#/components/schemas/MemoryManual"}}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticMemoryTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type","mapping":{"rawscript":"#/components/schemas/RawScript","script":"#/components/schemas/PathScript","flow":"#/components/schemas/PathFlow","forloopflow":"#/components/schemas/ForloopFlow","whileloopflow":"#/components/schemas/WhileloopFlow","branchone":"#/components/schemas/BranchOne","branchall":"#/components/schemas/BranchAll","identity":"#/components/schemas/Identity","aiagent":"#/components/schemas/AiAgent"}}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. 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Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\\nValid values: 'text' (default) - plain text response, 'image' - image generation\\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\\nFormat: Array<{ bucket: string, key: string }> - S3 object references\\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\\nRange: 0.0 to 2.0 (provider-dependent)\\n- 0.0 = deterministic, focused responses\\n- 0.7 = balanced (common default)\\n- 1.0+ = more creative/random\\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\\nRange: 1-1000.\\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default \`flow\`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}}`, +{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. 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UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. 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The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. 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Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type","mapping":{"rawscript":"#/components/schemas/RawScript","script":"#/components/schemas/PathScript","flow":"#/components/schemas/PathFlow","forloopflow":"#/components/schemas/ForloopFlow","whileloopflow":"#/components/schemas/WhileloopFlow","branchone":"#/components/schemas/BranchOne","branchall":"#/components/schemas/BranchAll","identity":"#/components/schemas/Identity","aiagent":"#/components/schemas/AiAgent"}}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. 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Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"description":{"type":"string","description":"Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script."},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\\nValid values: 'text' (default) - plain text response, 'image' - image generation\\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\\nFormat: Array<{ bucket: string, key: string }> - S3 object references\\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\\nRange: 0.0 to 2.0 (provider-dependent)\\n- 0.0 = deterministic, focused responses\\n- 0.7 = balanced (common default)\\n- 1.0+ = more creative/random\\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\\nRange: 1-1000.\\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default \`flow\`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}}`, "raw-app": `--- name: raw-app description: MUST use when creating raw apps. diff --git a/docker/DockerfileCaddyL4 b/docker/DockerfileCaddyL4 index eb612cdd46..d2d7bb418f 100644 --- a/docker/DockerfileCaddyL4 +++ b/docker/DockerfileCaddyL4 @@ -1,10 +1,12 @@ -FROM caddy:2.8.4-builder-alpine AS builder +FROM caddy:2.11.4-builder-alpine AS builder +# caddy-l4 natively registers the `layer4` global option used by the Caddyfile. +# Do NOT also add RussellLuo/caddy-ext/layer4: it registers the same global +# option, and building both panics with "global option 'layer4' already registered". RUN xcaddy build \ - --with github.com/mholt/caddy-l4@145ec36251a44286f05a10d231d8bfb3a8192e09 \ - --with github.com/RussellLuo/caddy-ext/layer4@ab1e18cfe426012af351a68463937ae2e934a2a1 + --with github.com/mholt/caddy-l4@bd96009ea7373869bb07d61055554f966b1f5088 -FROM caddy:2.8.4-alpine +FROM caddy:2.11.4-alpine -COPY --from=builder /usr/bin/caddy /usr/bin/caddy \ No newline at end of file +COPY --from=builder /usr/bin/caddy /usr/bin/caddy diff --git a/docker/DockerfileSlim b/docker/DockerfileSlim index f7794f87bf..92138e8181 100644 --- a/docker/DockerfileSlim +++ b/docker/DockerfileSlim @@ -39,6 +39,7 @@ ENV PATH=/usr/local/bin:/root/.local/bin:/tmp/.local/bin:$PATH # Install system dependencies RUN apt-get update \ + && apt-get upgrade -y \ && apt-get install -y --no-install-recommends ca-certificates wget curl git jq unzip unixodbc xmlsec1 gnupg lsb-release libgnutls30t64 libgcrypt20 \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* diff --git a/docker/DockerfileSlimEe b/docker/DockerfileSlimEe index e460797f4e..63f121abb3 100644 --- a/docker/DockerfileSlimEe +++ b/docker/DockerfileSlimEe @@ -39,6 +39,7 @@ ENV PATH=/usr/local/bin:/root/.local/bin:/tmp/.local/bin:$PATH # Install system dependencies RUN apt-get update \ + && apt-get upgrade -y \ && apt-get install -y --no-install-recommends ca-certificates wget curl git jq unzip unixodbc xmlsec1 gnupg lsb-release libgnutls30t64 libgcrypt20 \ && apt-get clean \ && rm -rf /var/lib/apt/lists/* diff --git a/docs/docker-security.md b/docs/docker-security.md new file mode 100644 index 0000000000..f0a9f23073 --- /dev/null +++ b/docs/docker-security.md @@ -0,0 +1,65 @@ +# Docker base-OS security patching + +The runtime images are built on `debian:trixie-slim` (Debian stable). The base +runtime stages run `apt-get update && apt-get upgrade -y && apt-get install …` +so that base-OS packages pick up Debian security and point-release fixes at +build time, instead of staying frozen at whatever versions the base tag shipped. + +## Where the upgrade lives + +`apt-get upgrade -y` is applied in the first apt block of the three stages that +establish a runtime Debian layer: + +- `Dockerfile` (the primary `windmill` / `windmill-ee` image) +- `docker/DockerfileSlim` (`windmill-slim`) +- `docker/DockerfileSlimEe` (`windmill-ee-slim`) + +Every other runtime image inherits its base OS from one of these transitively, +so patching here is sufficient: + +- `DockerfileFull`, `DockerfileFullEe`, `DockerfileCuda` build `FROM` the primary + `windmill` / `windmill-ee` image. +- `DockerfileExtra` builds `FROM windmill-ee-slim`. + +The nsjail *builder* stages are throwaway (only the compiled `nsjail` binary is +copied out), so they are intentionally not upgraded. `DockerfileMultiplayer` +(`node:slim`), the CLI, Caddy-L4, CUDA-only, and RHEL/dnf images are out of scope +for this apt-based patching. + +## Why `apt-get upgrade` and not `unattended-upgrades` / pinning + +Debian stable's archive only receives security updates and ABI-stable point +releases (e.g. `openssl 3.0.x → 3.0.x+deb12u2`, same soname). It does not ship +feature/major bumps, so a build-time `apt-get upgrade` cannot silently break a +pinned runtime dependency the way it might on a rolling distro. The default +`debian.sources` already includes the `*-security` suite, so a plain upgrade +picks up security fixes without extra machinery. `unattended-upgrades` adds a +package and config for no benefit in a build context (it does not run at build +time), and a pinned base digest would freeze the CVEs in place. + +Note the runtime apt installs were already unpinned (only the throwaway nsjail +builder pins versions), so these images were never byte-for-byte reproducible in +this dimension; `upgrade` moves the same already-floating packages to their +patched versions rather than changing the reproducibility posture. + +## Caching and freshness + +`apt-get upgrade` sits in the same `RUN` as `apt-get update && install`. Docker +keys that layer on the command string plus the parent layer, not on package +contents, so an unchanged build is a cache hit and the upgrade does not re-run. +The layer is invalidated — and fresh patches are pulled — when the parent layer +changes, primarily when the mutable `debian:trixie-slim` base digest moves on a +Debian point release. That self-aligns: the cache refreshes when there is +something new to pick up. + +Because of apt-cache staleness, a security fix that lands between base-digest +bumps will not be picked up by a cached build until the next bump. To close that +gap, rebuild and republish the `latest` / patch tags: + +- on each Debian point release (base digest bump), and +- on a periodic cadence (e.g. per Windmill release), rebuilding the base stages + with `--no-cache` if you need to force a fresh `apt-get upgrade` regardless of + the base digest. + +Scan the published images (e.g. Trivy / Defender) after rebuilds to confirm the +base-OS finding count stays low. diff --git a/flake.nix b/flake.nix index 3872ee636f..9062fdb4fd 100644 --- a/flake.nix +++ b/flake.nix @@ -354,8 +354,7 @@ (pkgs.writeScriptBin "wm-caddy" '' cd ./frontend xcaddy build "$@" \ - --with github.com/mholt/caddy-l4@145ec36251a44286f05a10d231d8bfb3a8192e09 \ - --with github.com/RussellLuo/caddy-ext/layer4@ab1e18cfe426012af351a68463937ae2e934a2a1 + --with github.com/mholt/caddy-l4@bd96009ea7373869bb07d61055554f966b1f5088 '') (pkgs.writeScriptBin "wm-setup" '' sqlx database create diff --git a/frontend/package-lock.json b/frontend/package-lock.json index 93ada12c71..8e4d5c8cbd 100644 --- a/frontend/package-lock.json +++ b/frontend/package-lock.json @@ -1,12 +1,12 @@ { "name": "@windmill-labs/components", - "version": "1.757.0", + "version": "1.759.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "@windmill-labs/components", - "version": "1.757.0", + "version": "1.759.0", "hasInstallScript": true, "license": "AGPL-3.0", "dependencies": { diff --git a/frontend/package.json b/frontend/package.json index 10c0e1d110..0015541e04 100644 --- a/frontend/package.json +++ b/frontend/package.json @@ -1,6 +1,6 @@ { "name": "@windmill-labs/components", - "version": "1.757.0", + "version": "1.759.0", "scripts": { "dev": "vite dev", "dev:ui-builder": "mv static/ui_builder static/ui_builder.dev-disabled 2>/dev/null || true ; trap 'mv static/ui_builder.dev-disabled static/ui_builder 2>/dev/null || true' EXIT ; vite dev", diff --git a/frontend/src/lib/autosize.ts b/frontend/src/lib/autosize.ts index f9c1e21152..46d980a03c 100644 --- a/frontend/src/lib/autosize.ts +++ b/frontend/src/lib/autosize.ts @@ -9,8 +9,12 @@ type TextArea = HTMLTextAreaElement * the textarea stops growing and scrolls internally (overflow-y: auto) instead. * Accepts a number (px) or a CSS-ish string ending in `vh`/`px` (e.g. `'40vh'`). * When omitted the textarea grows without bound (the historical behaviour). + * + * `minHeight` (px) sets the shortest the textarea may collapse to. Defaults to 30px; + * pass a smaller value (e.g. `0`) for a compact field that hugs a single line of + * content instead of reserving the default floor. */ -export type AutosizeParams = { maxHeight?: number | string } | undefined +export type AutosizeParams = { maxHeight?: number | string; minHeight?: number } | undefined /** Resolve a `maxHeight` param to a pixel value, or null when uncapped/invalid. */ function resolveMaxHeight(maxHeight: number | string | undefined): number | null { @@ -28,11 +32,12 @@ export const autosize = (node: TextArea, params?: AutosizeParams) => { * Constants * ---------------------------------------------------------------- */ const UPDATE_EVENT = new Event('update') - const MIN_HEIGHT = 30 // px + const DEFAULT_MIN_HEIGHT = 30 // px const EXTRA = 2 // px added to scrollHeight let width = 0 let maxHeight = params?.maxHeight + let minHeight = params?.minHeight ?? DEFAULT_MIN_HEIGHT let capped = maxHeight != null /* ------------------------------------------------------------------ @@ -40,7 +45,7 @@ export const autosize = (node: TextArea, params?: AutosizeParams) => { * ---------------------------------------------------------------- */ const resize = () => { node.style.height = 'auto' - let height = Math.max(node.scrollHeight, MIN_HEIGHT) + EXTRA + let height = Math.max(node.scrollHeight, minHeight) + EXTRA const maxPx = resolveMaxHeight(maxHeight) if (maxPx != null) { @@ -128,6 +133,7 @@ export const autosize = (node: TextArea, params?: AutosizeParams) => { return { update(newParams?: AutosizeParams) { maxHeight = newParams?.maxHeight + minHeight = newParams?.minHeight ?? DEFAULT_MIN_HEIGHT const nowCapped = maxHeight != null if (nowCapped && !capped) { window.addEventListener('resize', resize) diff --git a/frontend/src/lib/components/DevWorkspaceSetting.svelte b/frontend/src/lib/components/DevWorkspaceSetting.svelte index e6295d24cd..2537105c72 100644 --- a/frontend/src/lib/components/DevWorkspaceSetting.svelte +++ b/frontend/src/lib/components/DevWorkspaceSetting.svelte @@ -10,7 +10,11 @@ import { base } from '$lib/base' import { findCanonicalDevWorkspace } from '$lib/utils/workspaceHierarchy' import { devBadgeText, devLabelKey, devLabelNoun } from '$lib/utils/devWorkspaceLabel' - import { loadProtectionRules } from '$lib/workspaceProtectionRules.svelte' + import { + loadProtectionRules, + fetchProtectionRulesForWorkspace, + isRuleUnconditionallyActiveInRulesets + } from '$lib/workspaceProtectionRules.svelte' import { GitFork, ExternalLink } from 'lucide-svelte' import { resource } from 'runed' @@ -55,6 +59,48 @@ let busy = $state(false) let labelBusy = $state(false) + // If this workspace already blocks direct deploy / forking through an existing protection rule, keep + // the matching lock toggle on but locked: attaching only manages its own reserved dev-workspace rule, + // so turning it "off" here couldn't lift a separately-defined block. Fetched only while the attach form + // is on screen; a failed fetch falls back to the editable default-on toggle (real rules still enforce). + const rootProtectionRules = resource( + () => (!parentId && !pairedDev ? $workspaceStore : undefined), + async (ws, _prev, { signal }) => { + if (!ws) return undefined + const rules = await fetchProtectionRulesForWorkspace(ws) + // The generated client can't take an abort signal, so drop a superseded response here: a late + // result for a previously selected workspace must not overwrite the current one's rules. + if (signal.aborted) throw new DOMException('superseded', 'AbortError') + return { ws, rules } + } + ) + // Only trust a result that belongs to the current workspace (guards the in-flight window and any + // out-of-order response); undefined means "not known yet" and is treated as locked below. + let rootRules = $derived.by(() => { + const current = rootProtectionRules.current + return current && current.ws === $workspaceStore ? current.rules : undefined + }) + // Only a rule with no bypass users/groups matches the empty-bypass reserved lock we would create; a + // bypassable rule stays editable, otherwise forcing the lock on would revoke the bypassed users' + // direct-deploy / forking access. + let alreadyBlocksDeploy = $derived( + isRuleUnconditionallyActiveInRulesets(rootRules ?? [], 'DisableDirectDeployment') + ) + let alreadyBlocksForking = $derived( + isRuleUnconditionallyActiveInRulesets(rootRules ?? [], 'DisableWorkspaceForking') + ) + // Until the fetch resolves for the current workspace its rules are unknown. Treat each lock as + // engaged during that window so the toggle is locked on and the effective value stays true: + // otherwise a user could turn a lock off and attach before an existing rule is detected, sending + // false and omitting the reserved rule — leaving prod unprotected if that rule is later removed. + let rulesUnknown = $derived(rootProtectionRules.loading || rootRules === undefined) + let deployLocked = $derived(alreadyBlocksDeploy || rulesUnknown) + let forkingLocked = $derived(alreadyBlocksForking || rulesUnknown) + // Sent to the backend: a locked restriction (enforced or not-yet-known) stays on regardless of the + // toggle's raw state, keeping the request consistent with what the locked toggle shows. + let effectiveLockProdDeploy = $derived(deployLocked || lockProdDeploy) + let effectiveLockProdForking = $derived(forkingLocked || lockProdForking) + // A standalone root workspace, or an existing fork of this prod (same family), can be attached. // A fork parented to a different workspace can't (the backend rejects a parent that isn't this // prod), so it's excluded here. @@ -92,8 +138,8 @@ workspace: $workspaceStore, requestBody: { dev_workspace_id: selectedDevId, - lock_prod_deploy: lockProdDeploy, - lock_prod_forking: lockProdForking, + lock_prod_deploy: effectiveLockProdDeploy, + lock_prod_forking: effectiveLockProdForking, dev_workspace_label: attachLabel } }) @@ -217,13 +263,44 @@ Change to {attachLabel === 'staging' ? 'dev' : 'staging'} - - + {#if deployLocked} +
+ + {#if alreadyBlocksDeploy} + Already enforced by an existing protection rule + {/if} +
+ {:else} + + {/if} + {#if forkingLocked} +
+ + {#if alreadyBlocksForking} + Already enforced by an existing protection rule + {/if} +
+ {:else} + + {/if}
{/if} +
0 ? `padding-left: ${depth * 32}px;` : ''} + style={depth > 0 ? `padding-left: ${(depth + 1) * 16}px;` : ''} role={clickToSelect ? 'button' : undefined} tabindex={clickToSelect ? 0 : undefined} onclick={handleRowClick} diff --git a/frontend/src/lib/components/copilot/MetadataGen.svelte b/frontend/src/lib/components/copilot/MetadataGen.svelte index 1332ff1ce2..b541909e1b 100644 --- a/frontend/src/lib/components/copilot/MetadataGen.svelte +++ b/frontend/src/lib/components/copilot/MetadataGen.svelte @@ -118,6 +118,7 @@ Generate a tool name for the script below: class?: string onChange?: (content: string) => void siblingToolNames?: string[] + hideError?: boolean } let { @@ -132,7 +133,8 @@ Generate a tool name for the script below: elementProps = {}, class: clazz = '', onChange = undefined, - siblingToolNames = undefined + siblingToolNames = undefined, + hideError = false }: Props = $props() let toolNameError = $derived( @@ -364,7 +366,7 @@ Generate a tool name for the script below: onfocus={() => (focused = true)} onblur={() => (focused = false)} /> - {#if toolNameError} + {#if toolNameError && !hideError}

{toolNameError}

diff --git a/frontend/src/lib/components/copilot/chat/flow/helperUtils.test.ts b/frontend/src/lib/components/copilot/chat/flow/helperUtils.test.ts index 6dd0e1f791..0d46e36f6a 100644 --- a/frontend/src/lib/components/copilot/chat/flow/helperUtils.test.ts +++ b/frontend/src/lib/components/copilot/chat/flow/helperUtils.test.ts @@ -453,6 +453,21 @@ describe('validateFlowNotes', () => { expect(note.size!.height).toBeGreaterThan(0) }) + it('sizes a geometry-less free note tall enough for its text so it does not overflow', () => { + const [short] = validateFlowNotes([{ id: 's', text: 'hi' }])! + const longText = Array.from({ length: 20 }, (_, i) => `Line ${i} of note content`).join('\n') + const [long] = validateFlowNotes([{ id: 'l', text: longText }])! + expect(long.size!.height).toBeGreaterThan(short.size!.height) + }) + + it('clamps a short free note to the minimum height and a huge one to the max', () => { + const [short] = validateFlowNotes([{ id: 's', text: 'hi' }])! + expect(short.size!.height).toBe(60) // MIN_NOTE_HEIGHT + const hugeText = Array.from({ length: 500 }, (_, i) => `Line ${i}`).join('\n') + const [huge] = validateFlowNotes([{ id: 'h', text: hugeText }])! + expect(huge.size!.height).toBe(600) // MAX_HEIGHT + }) + it('staggers the default y position of multiple geometry-less free notes', () => { const notes = validateFlowNotes([ { id: 'a', text: 't' }, @@ -461,6 +476,42 @@ describe('validateFlowNotes', () => { expect(notes[0].position!.y).not.toEqual(notes[1].position!.y) }) + it('stacks auto-placed notes by their real heights so tall notes do not overlap', () => { + const longText = Array.from({ length: 20 }, (_, i) => `Line ${i} of note content`).join('\n') + const notes = validateFlowNotes([ + { id: 'a', text: longText }, + { id: 'b', text: 'short' } + ])! + // Second note must start at or below the bottom of the first (tall) note. + expect(notes[1].position!.y).toBeGreaterThanOrEqual( + notes[0].position!.y + notes[0].size!.height + ) + }) + + it('does not drop an auto-placed note on top of a preserved note in the same column', () => { + // A round-tripped note keeps its existing auto-column geometry {-375, 0}; + // a freshly added geometry-less note must stack below it, not overlap. + const notes = validateFlowNotes([ + { + id: 'existing', + text: 'kept', + position: { x: -375, y: 0 }, + size: { width: 275, height: 120 } + }, + { id: 'new', text: 'added' } + ])! + expect(notes[1].position!.y).toBeGreaterThanOrEqual( + notes[0].position!.y + notes[0].size!.height + ) + }) + + it('grows a note whose single source line wraps across many display lines', () => { + const short = validateFlowNotes([{ id: 's', text: 'hi' }])![0] + const oneLongLine = 'word '.repeat(200).trim() // no newlines, wraps many times + const wrapped = validateFlowNotes([{ id: 'w', text: oneLongLine }])![0] + expect(wrapped.size!.height).toBeGreaterThan(short.size!.height) + }) + it('does not override a free note that already has geometry', () => { const [note] = validateFlowNotes([ { id: 'n', text: 't', position: { x: 5, y: 6 }, size: { width: 400, height: 90 } } diff --git a/frontend/src/lib/components/copilot/chat/flow/helperUtils.ts b/frontend/src/lib/components/copilot/chat/flow/helperUtils.ts index 35b6aae909..c426cb8e4e 100644 --- a/frontend/src/lib/components/copilot/chat/flow/helperUtils.ts +++ b/frontend/src/lib/components/copilot/chat/flow/helperUtils.ts @@ -15,6 +15,33 @@ import type { InlineScriptSession } from './inlineScriptsUtils' * break the color picker UI at worst. */ const ALLOWED_NOTE_COLORS = new Set(Object.values(NoteColor)) +// Free notes render at a fixed height and never grow to fit their content (the +// renderer's text div overflows the node box), so an AI-created note that omits +// `size` must be seeded tall enough for its text. Constants below mirror the +// renderer (text-xs 12px, line-height 1.4, p-4 padding). +function estimateFreeNoteSize(text: string): { width: number; height: number } { + const width = MIN_NOTE_WIDTH + const HORIZONTAL_PADDING = 32 // p-4 left + right + const VERTICAL_PADDING = 32 // p-4 top + bottom + const LINE_HEIGHT = 17 // 12px * 1.4 + const AVG_CHAR_WIDTH = 6.2 // approx width of a char at 12px + const MAX_HEIGHT = 600 + + const charsPerLine = Math.max(1, Math.floor((width - HORIZONTAL_PADDING) / AVG_CHAR_WIDTH)) + const sourceLines = (text ?? '').split('\n') + const wrappedLineCount = sourceLines.reduce( + (sum, line) => sum + Math.max(1, Math.ceil(line.length / charsPerLine)), + 0 + ) + + const height = Math.min( + MAX_HEIGHT, + Math.max(MIN_NOTE_HEIGHT, Math.ceil(wrappedLineCount * LINE_HEIGHT) + VERTICAL_PADDING) + ) + + return { width, height } +} + type FlowLike = Pick & { schema?: Record } @@ -126,6 +153,13 @@ export function validateFlowNotes(rawNotes: unknown, moduleIds?: Set): F } const seenIds = new Set() + // Column and running y-cursor for auto-placed free notes so consecutive ones + // stack below each other by their actual heights instead of overlapping. A + // preserved note (explicit geometry) sitting in this column also advances the + // cursor, so a later auto-placed note doesn't land on top of it. + const AUTO_STACK_X = -(MIN_NOTE_WIDTH + 100) + const AUTO_STACK_GAP = 24 + let autoStackY = 0 return rawNotes.map((note, index) => { if (!note || typeof note !== 'object' || Array.isArray(note)) { throw new Error(`Invalid note at index ${index}: must be an object`) @@ -204,19 +238,27 @@ export function validateFlowNotes(rawNotes: unknown, moduleIds?: Set): F color: typeof n.color === 'string' ? n.color : DEFAULT_NOTE_COLOR } as FlowNote - // Free notes need explicit geometry to be draggable/resizable. Place - // missing ones to the left of the flow column, staggered by index so - // several new notes don't land exactly on top of each other. Group notes + // Free notes need explicit geometry to be draggable/resizable. Size first + // (from text, so tall notes get a tall box), then place any note missing a + // position to the left of the flow column, stacking auto-placed notes by + // their real heights so several generated notes don't overlap. Group notes // derive their layout from contained nodes, so they are left alone. if (type === 'free') { - if (normalized.position == null) { - normalized.position = { - x: -(MIN_NOTE_WIDTH + 100), - y: index * (MIN_NOTE_HEIGHT + 24) - } - } if (normalized.size == null) { - normalized.size = { width: MIN_NOTE_WIDTH, height: MIN_NOTE_HEIGHT } + normalized.size = estimateFreeNoteSize(normalized.text) + } + const height = normalized.size?.height ?? MIN_NOTE_HEIGHT + const width = normalized.size?.width ?? MIN_NOTE_WIDTH + if (normalized.position == null) { + normalized.position = { x: AUTO_STACK_X, y: autoStackY } + autoStackY += height + AUTO_STACK_GAP + } else if ( + // A preserved note overlapping the auto-stack column pushes the cursor + // below it so a later auto-placed note isn't dropped on top of it. + normalized.position.x < AUTO_STACK_X + MIN_NOTE_WIDTH && + normalized.position.x + width > AUTO_STACK_X + ) { + autoStackY = Math.max(autoStackY, normalized.position.y + height + AUTO_STACK_GAP) } } diff --git a/frontend/src/lib/components/copilot/chat/flow/openFlow.json b/frontend/src/lib/components/copilot/chat/flow/openFlow.json index 03360af0e3..539a0e89e5 100644 --- a/frontend/src/lib/components/copilot/chat/flow/openFlow.json +++ b/frontend/src/lib/components/copilot/chat/flow/openFlow.json @@ -1 +1 @@ -{"openapi":"3.0.3","info":{"version":"1.753.0","title":"OpenFlow Spec","contact":{"name":"Ruben Fiszel","email":"ruben@windmill.dev","url":"https://windmill.dev"},"license":{"name":"Apache 2.0","url":"https://www.apache.org/licenses/LICENSE-2.0.html"}},"paths":{},"externalDocs":{"description":"documentation portal","url":"https://windmill.dev"},"components":{"schemas":{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \"yellow\", \"#ffff00\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution — modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"},"value":{"$ref":"#/components/schemas/FlowModuleValue"},"stop_after_if":{"description":"Early termination condition evaluated after this step completes","$ref":"#/components/schemas/StopAfterIf"},"stop_after_all_iters_if":{"description":"For loops only - early termination condition evaluated after all iterations complete","$ref":"#/components/schemas/StopAfterIf"},"skip_if":{"type":"object","description":"Conditionally skip this step based on previous results or flow inputs","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-"},"debounce_args_to_accumulate":{"type":"array","description":"Array-type arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds before forced execution"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of debounces before forced execution"}}}},"required":["value","id"]},"InputTransform":{"description":"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs","oneOf":[{"$ref":"#/components/schemas/StaticTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type"}},"StaticTransform":{"type":"object","description":"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'","properties":{"value":{"description":"The static value. For resources, use format '$res:path/to/resource'"},"type":{"type":"string","enum":["static"]}},"required":["type"]},"JavascriptTransform":{"type":"object","description":"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type"}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind"}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type"}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type"}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. Should export a 'main' function"},"language":{"type":"string","description":"Programming language for this script","enum":["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]},"path":{"type":"string","description":"Optional path for saving this script"},"lock":{"type":"string","description":"Lock file content for dependencies"},"type":{"type":"string","enum":["rawscript"]},"tag":{"type":"string","description":"Worker group tag for execution routing"},"concurrent_limit":{"type":"number","description":"Maximum concurrent executions of this script"},"concurrency_time_window_s":{"type":"number","description":"Time window for concurrent_limit"},"custom_concurrency_key":{"type":"string","description":"Custom key for grouping concurrent executions"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"},"assets":{"type":"array","description":"External resources this script accesses (S3 objects, resources, etc.)","items":{"type":"object","required":["path","kind"],"properties":{"path":{"type":"string","description":"Path to the asset"},"kind":{"type":"string","description":"Type of asset","enum":["s3object","resource","ducklake","datatable","volume"]},"access_type":{"type":"string","nullable":true,"description":"Access level for this asset","enum":["r","w","rw",null]},"alt_access_type":{"type":"string","nullable":true,"description":"Alternative access level","enum":["r","w","rw",null]}}}}},"required":["type","content","language","input_transforms"]},"PathScript":{"type":"object","description":"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}]},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}}}} \ No newline at end of file +{"openapi":"3.0.3","info":{"version":"1.756.0","title":"OpenFlow Spec","contact":{"name":"Ruben Fiszel","email":"ruben@windmill.dev","url":"https://windmill.dev"},"license":{"name":"Apache 2.0","url":"https://www.apache.org/licenses/LICENSE-2.0.html"}},"paths":{},"externalDocs":{"description":"documentation portal","url":"https://windmill.dev"},"components":{"schemas":{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \"yellow\", \"#ffff00\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution — modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"},"value":{"$ref":"#/components/schemas/FlowModuleValue"},"stop_after_if":{"description":"Early termination condition evaluated after this step completes","$ref":"#/components/schemas/StopAfterIf"},"stop_after_all_iters_if":{"description":"For loops only - early termination condition evaluated after all iterations complete","$ref":"#/components/schemas/StopAfterIf"},"skip_if":{"type":"object","description":"Conditionally skip this step based on previous results or flow inputs","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-"},"debounce_args_to_accumulate":{"type":"array","description":"Array-type arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds before forced execution"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of debounces before forced execution"}}}},"required":["value","id"]},"InputTransform":{"description":"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs","oneOf":[{"$ref":"#/components/schemas/StaticTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type"}},"StaticTransform":{"type":"object","description":"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'","properties":{"value":{"description":"The static value. For resources, use format '$res:path/to/resource'"},"type":{"type":"string","enum":["static"]}},"required":["type"]},"JavascriptTransform":{"type":"object","description":"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type"}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind"}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type"}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type"}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). 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Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. 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Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. 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Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"description":{"type":"string","description":"Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script."},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}]},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}}}} \ No newline at end of file diff --git a/frontend/src/lib/components/copilot/chat/flow/openFlowZod.gen.ts b/frontend/src/lib/components/copilot/chat/flow/openFlowZod.gen.ts index f521332279..5a30bedf78 100644 --- a/frontend/src/lib/components/copilot/chat/flow/openFlowZod.gen.ts +++ b/frontend/src/lib/components/copilot/chat/flow/openFlowZod.gen.ts @@ -1,6 +1,6 @@ import { z } from "zod" -export const flowModuleValueSchema = z.discriminatedUnion("type", [z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "content": z.string().describe("The script source code. Should export a 'main' function"), "language": z.enum(["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]).describe("Programming language for this script"), "path": z.string().describe("Optional path for saving this script").optional(), "lock": z.string().describe("Lock file content for dependencies").optional(), "type": z.literal("rawscript"), "tag": z.string().describe("Worker group tag for execution routing").optional(), "concurrent_limit": z.number().describe("Maximum concurrent executions of this script").optional(), "concurrency_time_window_s": z.number().describe("Time window for concurrent_limit").optional(), "custom_concurrency_key": z.string().describe("Custom key for grouping concurrent executions").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional(), "assets": z.array(z.object({ "path": z.string().describe("Path to the asset"), "kind": z.enum(["s3object","resource","ducklake","datatable","volume"]).describe("Type of asset"), "access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Access level for this asset").optional(), "alt_access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Alternative access level").optional() })).describe("External resources this script accesses (S3 objects, resources, etc.)").optional() }).describe("Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "path": z.string().describe("Path to the script in the workspace (e.g., 'f/scripts/send_email')"), "hash": z.string().describe("Optional specific version hash of the script to use").optional(), "type": z.literal("script"), "tag_override": z.string().describe("Override the script's default worker group tag").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional() }).describe("Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments"), "path": z.string().describe("Path to the flow in the workspace (e.g., 'f/flows/process_user')"), "type": z.literal("flow") }).describe("Reference to an existing flow by path. Use this to call another flow as a subflow"), z.object({ "modules": z.array(z.object({ "id": z.string().describe("Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"), "value": z.lazy(() => flowModuleValueSchema), "stop_after_if": z.object({ "skip_if_stopped": z.boolean().describe("If true, following steps are skipped when this condition triggers").optional(), "expr": z.string().describe("JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"), "error_message": z.string().nullable().describe("Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.").optional(), "error_include_result": z.boolean().describe("When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false.").optional() }).describe("Early termination condition for a module").optional(), "stop_after_all_iters_if": z.object({ "skip_if_stopped": z.boolean().describe("If true, following steps are skipped when this condition triggers").optional(), "expr": z.string().describe("JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"), "error_message": z.string().nullable().describe("Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.").optional(), "error_include_result": z.boolean().describe("When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false.").optional() }).describe("Early termination condition for a module").optional(), "skip_if": z.object({ "expr": z.string().describe("JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'") }).describe("Conditionally skip this step based on previous results or flow inputs").optional(), "sleep": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "cache_ttl": z.number().describe("Cache duration in seconds for this step's results").optional(), "cache_ignore_s3_path": z.boolean().optional(), "timeout": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "delete_after_secs": z.number().int().describe("If set, delete the step's args, result and logs after this many seconds following job completion").optional(), "summary": z.string().describe("Short description of what this step does").optional(), "mock": z.object({ "enabled": z.boolean().describe("If true, return mock value instead of executing").optional(), "return_value": z.any().describe("Value to return when mocked").optional() }).describe("Mock configuration for testing without executing the actual step").optional(), "suspend": z.object({ "required_events": z.number().int().describe("Number of approvals required before continuing").optional(), "timeout": z.number().int().describe("Timeout in seconds before auto-continuing or canceling").optional(), "resume_form": z.object({ "schema": z.record(z.string(), z.any()).describe("JSON Schema for the resume form").optional() }).describe("Form schema for collecting input when resuming").optional(), "user_auth_required": z.boolean().describe("If true, only authenticated users can approve").optional(), "user_groups_required": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "self_approval_disabled": z.boolean().describe("If true, the user who started the flow cannot approve").optional(), "hide_cancel": z.boolean().describe("If true, hide the cancel button on the approval form").optional(), "continue_on_disapprove_timeout": z.boolean().describe("If true, continue flow on timeout instead of canceling").optional() }).describe("Configuration for approval/resume steps that wait for user input").optional(), "priority": z.number().describe("Execution priority for this step (higher numbers run first)").optional(), "continue_on_error": z.boolean().describe("If true, flow continues even if this step fails").optional(), "retry": z.object({ "constant": z.object({ "attempts": z.number().int().describe("Number of retry attempts").optional(), "seconds": z.number().int().describe("Seconds to wait between retries").optional() }).describe("Retry with constant delay between attempts").optional(), "exponential": z.object({ "attempts": z.number().int().describe("Number of retry attempts").optional(), "multiplier": z.number().int().describe("Multiplier for exponential backoff").optional(), "seconds": z.number().int().gte(1).describe("Initial delay in seconds").optional(), "random_factor": z.number().int().gte(0).lte(100).describe("Random jitter percentage (0-100) to avoid thundering herd").optional() }).describe("Retry with exponential backoff (delay doubles each time)").optional(), "retry_if": z.object({ "expr": z.string().describe("JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables") }).describe("Conditional retry based on error or result").optional() }).describe("Retry configuration for failed module executions").optional(), "debouncing": z.object({ "debounce_delay_s": z.number().int().describe("Delay in seconds to debounce this step's executions across flow runs").optional(), "debounce_key": z.string().describe("Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-").optional(), "debounce_args_to_accumulate": z.array(z.string()).describe("Array-type arguments to accumulate across debounced executions").optional(), "max_total_debouncing_time": z.number().int().describe("Maximum total time in seconds before forced execution").optional(), "max_total_debounces_amount": z.number().int().describe("Maximum number of debounces before forced execution").optional() }).describe("Debounce configuration for this step (EE only)").optional() }).describe("A single step in a flow. Can be a script, subflow, loop, or branch")).describe("Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'"), "iterator": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs"), "skip_failures": z.boolean().describe("If true, iteration failures don't stop the loop. Failed iterations return null"), "type": z.literal("forloopflow"), "parallel": z.boolean().describe("If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency").optional(), "parallelism": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "squash": z.boolean().optional() }).describe("Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations"), z.object({ "modules": z.array(z.object({ "id": z.string().describe("Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"), "value": z.lazy(() => flowModuleValueSchema), "stop_after_if": z.object({ "skip_if_stopped": z.boolean().describe("If true, following steps are skipped when this condition triggers").optional(), "expr": z.string().describe("JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"), "error_message": z.string().nullable().describe("Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.").optional(), "error_include_result": z.boolean().describe("When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false.").optional() }).describe("Early termination condition for a module").optional(), "stop_after_all_iters_if": z.object({ "skip_if_stopped": z.boolean().describe("If true, following steps are skipped when this condition triggers").optional(), "expr": z.string().describe("JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"), "error_message": z.string().nullable().describe("Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.").optional(), "error_include_result": z.boolean().describe("When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false.").optional() }).describe("Early termination condition for a module").optional(), "skip_if": z.object({ "expr": z.string().describe("JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'") }).describe("Conditionally skip this step based on previous results or flow inputs").optional(), "sleep": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "cache_ttl": z.number().describe("Cache duration in seconds for this step's results").optional(), "cache_ignore_s3_path": z.boolean().optional(), "timeout": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. 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Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "delete_after_secs": z.number().int().describe("If set, delete the step's args, result and logs after this many seconds following job completion").optional(), "summary": z.string().describe("Short description of what this step does").optional(), "mock": z.object({ "enabled": z.boolean().describe("If true, return mock value instead of executing").optional(), "return_value": z.any().describe("Value to return when mocked").optional() }).describe("Mock configuration for testing without executing the actual step").optional(), "suspend": z.object({ "required_events": z.number().int().describe("Number of approvals required before continuing").optional(), "timeout": z.number().int().describe("Timeout in seconds before auto-continuing or canceling").optional(), "resume_form": z.object({ "schema": z.record(z.string(), z.any()).describe("JSON Schema for the resume form").optional() }).describe("Form schema for collecting input when resuming").optional(), "user_auth_required": z.boolean().describe("If true, only authenticated users can approve").optional(), "user_groups_required": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "self_approval_disabled": z.boolean().describe("If true, the user who started the flow cannot approve").optional(), "hide_cancel": z.boolean().describe("If true, hide the cancel button on the approval form").optional(), "continue_on_disapprove_timeout": z.boolean().describe("If true, continue flow on timeout instead of canceling").optional() }).describe("Configuration for approval/resume steps that wait for user input").optional(), "priority": z.number().describe("Execution priority for this step (higher numbers run first)").optional(), "continue_on_error": z.boolean().describe("If true, flow continues even if this step fails").optional(), "retry": z.object({ "constant": z.object({ "attempts": z.number().int().describe("Number of retry attempts").optional(), "seconds": z.number().int().describe("Seconds to wait between retries").optional() }).describe("Retry with constant delay between attempts").optional(), "exponential": z.object({ "attempts": z.number().int().describe("Number of retry attempts").optional(), "multiplier": z.number().int().describe("Multiplier for exponential backoff").optional(), "seconds": z.number().int().gte(1).describe("Initial delay in seconds").optional(), "random_factor": z.number().int().gte(0).lte(100).describe("Random jitter percentage (0-100) to avoid thundering herd").optional() }).describe("Retry with exponential backoff (delay doubles each time)").optional(), "retry_if": z.object({ "expr": z.string().describe("JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables") }).describe("Conditional retry based on error or result").optional() }).describe("Retry configuration for failed module executions").optional(), "debouncing": z.object({ "debounce_delay_s": z.number().int().describe("Delay in seconds to debounce this step's executions across flow runs").optional(), "debounce_key": z.string().describe("Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-").optional(), "debounce_args_to_accumulate": z.array(z.string()).describe("Array-type arguments to accumulate across debounced executions").optional(), "max_total_debouncing_time": z.number().int().describe("Maximum total time in seconds before forced execution").optional(), "max_total_debounces_amount": z.number().int().describe("Maximum number of debounces before forced execution").optional() }).describe("Debounce configuration for this step (EE only)").optional() }).describe("A single step in a flow. Can be a script, subflow, loop, or branch")).describe("Steps to execute in this branch") })).describe("Array of branches that all execute (either in parallel or sequentially)"), "type": z.literal("branchall"), "parallel": z.boolean().describe("If true, all branches execute concurrently. If false, they execute sequentially").optional() }).describe("Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently"), z.object({ "type": z.literal("identity"), "flow": z.boolean().describe("If true, marks this as a flow identity (special handling)").optional() }).describe("Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder"), z.object({ "input_transforms": z.object({ "provider": z.discriminatedUnion("type", [z.object({ "value": z.object({ "kind": z.enum(["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]).describe("Supported AI provider types"), "resource": z.string().describe("Resource reference in format '$res:{resource_path}' pointing to provider credentials"), "model": z.string().describe("Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"), "reasoning_effort": z.string().describe("Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default.").optional() }).describe("Complete AI provider configuration with resource reference and model selection"), "type": z.literal("static") }).describe("Static provider configuration passed directly to the AI agent"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined"), "output_type": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"), "user_message": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."), "system_prompt": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("System instructions that guide the AI's behavior, persona, and response style. Optional.").optional(), "streaming": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n").optional(), "memory": z.discriminatedUnion("type", [z.object({ "value": z.discriminatedUnion("kind", [z.object({ "kind": z.literal("off") }).describe("No conversation memory/context"), z.object({ "kind": z.literal("auto"), "context_length": z.number().int().describe("Maximum number of messages to retain in context").optional(), "memory_id": z.string().describe("Identifier for persistent memory across agent invocations").optional() }).describe("Automatic context management"), z.object({ "kind": z.literal("manual"), "messages": z.array(z.object({ "role": z.enum(["user","assistant","system"]), "content": z.string() }).describe("A single message in conversation history")) }).describe("Explicit message history")]).describe("Conversation memory configuration"), "type": z.literal("static") }).describe("Static memory configuration passed directly to the AI agent"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined").optional(), "output_schema": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n").optional(), "user_attachments": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n").optional(), "max_completion_tokens": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n").optional(), "temperature": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n").optional(), "max_iterations": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n").optional() }).describe("Input parameters for the AI agent mapped to their values"), "tools": z.array(z.object({ "id": z.string().describe("Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"), "summary": z.string().describe("Short description of what this tool does (shown to the AI)").optional(), "value": z.any().superRefine((x, ctx) => { +export const flowModuleValueSchema = z.discriminatedUnion("type", [z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "content": z.string().describe("The script source code. Should export a 'main' function"), "language": z.enum(["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]).describe("Programming language for this script"), "path": z.string().describe("Optional path for saving this script").optional(), "lock": z.string().describe("Lock file content for dependencies").optional(), "type": z.literal("rawscript"), "tag": z.string().describe("Worker group tag for execution routing").optional(), "concurrent_limit": z.number().describe("Maximum concurrent executions of this script").optional(), "concurrency_time_window_s": z.number().describe("Time window for concurrent_limit").optional(), "custom_concurrency_key": z.string().describe("Custom key for grouping concurrent executions").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional(), "assets": z.array(z.object({ "path": z.string().describe("Path to the asset"), "kind": z.enum(["s3object","resource","ducklake","datatable","volume"]).describe("Type of asset"), "access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Access level for this asset").optional(), "alt_access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Alternative access level").optional() })).describe("External resources this script accesses (S3 objects, resources, etc.)").optional() }).describe("Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "path": z.string().describe("Path to the script in the workspace (e.g., 'f/scripts/send_email')"), "hash": z.string().describe("Optional specific version hash of the script to use").optional(), "type": z.literal("script"), "tag_override": z.string().describe("Override the script's default worker group tag").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional() }).describe("Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments"), "path": z.string().describe("Path to the flow in the workspace (e.g., 'f/flows/process_user')"), "type": z.literal("flow") }).describe("Reference to an existing flow by path. Use this to call another flow as a subflow"), z.object({ "modules": z.array(z.object({ "id": z.string().describe("Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"), "value": z.lazy(() => flowModuleValueSchema), "stop_after_if": z.object({ "skip_if_stopped": z.boolean().describe("If true, following steps are skipped when this condition triggers").optional(), "expr": z.string().describe("JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"), "error_message": z.string().nullable().describe("Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.").optional(), "error_include_result": z.boolean().describe("When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false.").optional() }).describe("Early termination condition for a module").optional(), "stop_after_all_iters_if": z.object({ "skip_if_stopped": z.boolean().describe("If true, following steps are skipped when this condition triggers").optional(), "expr": z.string().describe("JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"), "error_message": z.string().nullable().describe("Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised.").optional(), "error_include_result": z.boolean().describe("When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false.").optional() }).describe("Early termination condition for a module").optional(), "skip_if": z.object({ "expr": z.string().describe("JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'") }).describe("Conditionally skip this step based on previous results or flow inputs").optional(), "sleep": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "cache_ttl": z.number().describe("Cache duration in seconds for this step's results").optional(), "cache_ignore_s3_path": z.boolean().optional(), "timeout": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. 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Typical values: 256-4096 for most use cases.\n").optional(), "temperature": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n").optional(), "max_iterations": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n").optional() }).describe("Input parameters for the AI agent mapped to their values"), "tools": z.array(z.object({ "id": z.string().describe("Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"), "summary": z.string().describe("Short description of what this tool does (shown to the AI)").optional(), "description": z.string().describe("Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script.").optional(), "value": z.any().superRefine((x, ctx) => { const schemas = [z.intersection(z.object({ "tool_type": z.literal("flowmodule") }), z.lazy(() => flowModuleValueSchema)).describe("A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module"), z.object({ "tool_type": z.literal("mcp"), "resource_path": z.string().describe("Path to the MCP resource/server configuration"), "include_tools": z.array(z.string()).describe("Whitelist of specific tools to include from this MCP server").optional(), "exclude_tools": z.array(z.string()).describe("Blacklist of tools to exclude from this MCP server").optional() }).describe("Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers"), z.object({ "tool_type": z.literal("websearch") }).describe("A tool implemented as a websearch tool. The AI can call this like any other websearch tool")]; const errors = schemas.reduce( (errors, schema) => @@ -20,7 +20,7 @@ export const flowModuleValueSchema = z.discriminatedUnion("type", [z.object({ "i }).describe("The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference") }).describe("A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool")).describe("Array of tools the agent can use. The agent decides which tools to call based on the task"), "type": z.literal("aiagent"), "tag": z.string().describe("Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)").optional(), "omit_output_from_conversation": z.boolean().describe("If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled.").default(false), "parallel": z.boolean().describe("If true, the agent can execute multiple tool calls in parallel").optional() }).describe("AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task")]).describe("The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type") -export const flowModuleSchema = z.object({ "id": z.string().describe("Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"), "value": z.discriminatedUnion("type", [z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "content": z.string().describe("The script source code. Should export a 'main' function"), "language": z.enum(["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]).describe("Programming language for this script"), "path": z.string().describe("Optional path for saving this script").optional(), "lock": z.string().describe("Lock file content for dependencies").optional(), "type": z.literal("rawscript"), "tag": z.string().describe("Worker group tag for execution routing").optional(), "concurrent_limit": z.number().describe("Maximum concurrent executions of this script").optional(), "concurrency_time_window_s": z.number().describe("Time window for concurrent_limit").optional(), "custom_concurrency_key": z.string().describe("Custom key for grouping concurrent executions").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional(), "assets": z.array(z.object({ "path": z.string().describe("Path to the asset"), "kind": z.enum(["s3object","resource","ducklake","datatable","volume"]).describe("Type of asset"), "access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Access level for this asset").optional(), "alt_access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Alternative access level").optional() })).describe("External resources this script accesses (S3 objects, resources, etc.)").optional() }).describe("Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "path": z.string().describe("Path to the script in the workspace (e.g., 'f/scripts/send_email')"), "hash": z.string().describe("Optional specific version hash of the script to use").optional(), "type": z.literal("script"), "tag_override": z.string().describe("Override the script's default worker group tag").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional() }).describe("Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments"), "path": z.string().describe("Path to the flow in the workspace (e.g., 'f/flows/process_user')"), "type": z.literal("flow") }).describe("Reference to an existing flow by path. Use this to call another flow as a subflow"), z.object({ "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'"), "iterator": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs"), "skip_failures": z.boolean().describe("If true, iteration failures don't stop the loop. Failed iterations return null"), "type": z.literal("forloopflow"), "parallel": z.boolean().describe("If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency").optional(), "parallelism": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "squash": z.boolean().optional() }).describe("Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations"), z.object({ "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute in each iteration. Use stop_after_if to control when the loop ends"), "skip_failures": z.boolean().describe("If true, iteration failures don't stop the loop. Failed iterations return null"), "type": z.literal("whileloopflow"), "parallel": z.boolean().describe("If true, iterations run concurrently (use with caution in while loops)").optional(), "parallelism": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "squash": z.boolean().optional() }).describe("Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination"), z.object({ "branches": z.array(z.object({ "summary": z.string().describe("Short description of this branch condition").optional(), "expr": z.string().describe("JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"), "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute if this branch's expr is true") })).describe("Array of branches to evaluate in order. The first branch with expr evaluating to true executes"), "default": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute if no branch expressions match"), "type": z.literal("branchone") }).describe("Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes"), z.object({ "branches": z.array(z.object({ "summary": z.string().describe("Short description of this branch's purpose").optional(), "skip_failure": z.boolean().describe("If true, failure in this branch doesn't fail the entire flow").optional(), "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute in this branch") })).describe("Array of branches that all execute (either in parallel or sequentially)"), "type": z.literal("branchall"), "parallel": z.boolean().describe("If true, all branches execute concurrently. If false, they execute sequentially").optional() }).describe("Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently"), z.object({ "type": z.literal("identity"), "flow": z.boolean().describe("If true, marks this as a flow identity (special handling)").optional() }).describe("Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder"), z.object({ "input_transforms": z.object({ "provider": z.discriminatedUnion("type", [z.object({ "value": z.object({ "kind": z.enum(["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]).describe("Supported AI provider types"), "resource": z.string().describe("Resource reference in format '$res:{resource_path}' pointing to provider credentials"), "model": z.string().describe("Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"), "reasoning_effort": z.string().describe("Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default.").optional() }).describe("Complete AI provider configuration with resource reference and model selection"), "type": z.literal("static") }).describe("Static provider configuration passed directly to the AI agent"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined"), "output_type": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"), "user_message": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."), "system_prompt": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("System instructions that guide the AI's behavior, persona, and response style. Optional.").optional(), "streaming": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n").optional(), "memory": z.discriminatedUnion("type", [z.object({ "value": z.discriminatedUnion("kind", [z.object({ "kind": z.literal("off") }).describe("No conversation memory/context"), z.object({ "kind": z.literal("auto"), "context_length": z.number().int().describe("Maximum number of messages to retain in context").optional(), "memory_id": z.string().describe("Identifier for persistent memory across agent invocations").optional() }).describe("Automatic context management"), z.object({ "kind": z.literal("manual"), "messages": z.array(z.object({ "role": z.enum(["user","assistant","system"]), "content": z.string() }).describe("A single message in conversation history")) }).describe("Explicit message history")]).describe("Conversation memory configuration"), "type": z.literal("static") }).describe("Static memory configuration passed directly to the AI agent"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined").optional(), "output_schema": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n").optional(), "user_attachments": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n").optional(), "max_completion_tokens": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n").optional(), "temperature": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n").optional(), "max_iterations": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n").optional() }).describe("Input parameters for the AI agent mapped to their values"), "tools": z.array(z.object({ "id": z.string().describe("Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"), "summary": z.string().describe("Short description of what this tool does (shown to the AI)").optional(), "value": z.any().superRefine((x, ctx) => { +export const flowModuleSchema = z.object({ "id": z.string().describe("Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"), "value": z.discriminatedUnion("type", [z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "content": z.string().describe("The script source code. Should export a 'main' function"), "language": z.enum(["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]).describe("Programming language for this script"), "path": z.string().describe("Optional path for saving this script").optional(), "lock": z.string().describe("Lock file content for dependencies").optional(), "type": z.literal("rawscript"), "tag": z.string().describe("Worker group tag for execution routing").optional(), "concurrent_limit": z.number().describe("Maximum concurrent executions of this script").optional(), "concurrency_time_window_s": z.number().describe("Time window for concurrent_limit").optional(), "custom_concurrency_key": z.string().describe("Custom key for grouping concurrent executions").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional(), "assets": z.array(z.object({ "path": z.string().describe("Path to the asset"), "kind": z.enum(["s3object","resource","ducklake","datatable","volume"]).describe("Type of asset"), "access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Access level for this asset").optional(), "alt_access_type": z.union([z.literal("r"), z.literal("w"), z.literal("rw"), z.literal(null)]).nullable().describe("Alternative access level").optional() })).describe("External resources this script accesses (S3 objects, resources, etc.)").optional() }).describe("Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments"), "path": z.string().describe("Path to the script in the workspace (e.g., 'f/scripts/send_email')"), "hash": z.string().describe("Optional specific version hash of the script to use").optional(), "type": z.literal("script"), "tag_override": z.string().describe("Override the script's default worker group tag").optional(), "is_trigger": z.boolean().describe("If true, this script is a trigger that can start the flow").optional() }).describe("Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code"), z.object({ "input_transforms": z.record(z.string(), z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs")).describe("Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments"), "path": z.string().describe("Path to the flow in the workspace (e.g., 'f/flows/process_user')"), "type": z.literal("flow") }).describe("Reference to an existing flow by path. Use this to call another flow as a subflow"), z.object({ "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'"), "iterator": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs"), "skip_failures": z.boolean().describe("If true, iteration failures don't stop the loop. Failed iterations return null"), "type": z.literal("forloopflow"), "parallel": z.boolean().describe("If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency").optional(), "parallelism": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "squash": z.boolean().optional() }).describe("Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations"), z.object({ "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute in each iteration. Use stop_after_if to control when the loop ends"), "skip_failures": z.boolean().describe("If true, iteration failures don't stop the loop. Failed iterations return null"), "type": z.literal("whileloopflow"), "parallel": z.boolean().describe("If true, iterations run concurrently (use with caution in while loops)").optional(), "parallelism": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").optional(), "squash": z.boolean().optional() }).describe("Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination"), z.object({ "branches": z.array(z.object({ "summary": z.string().describe("Short description of this branch condition").optional(), "expr": z.string().describe("JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"), "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute if this branch's expr is true") })).describe("Array of branches to evaluate in order. The first branch with expr evaluating to true executes"), "default": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute if no branch expressions match"), "type": z.literal("branchone") }).describe("Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes"), z.object({ "branches": z.array(z.object({ "summary": z.string().describe("Short description of this branch's purpose").optional(), "skip_failure": z.boolean().describe("If true, failure in this branch doesn't fail the entire flow").optional(), "modules": z.array(z.lazy(() => flowModuleSchema)).describe("Steps to execute in this branch") })).describe("Array of branches that all execute (either in parallel or sequentially)"), "type": z.literal("branchall"), "parallel": z.boolean().describe("If true, all branches execute concurrently. If false, they execute sequentially").optional() }).describe("Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently"), z.object({ "type": z.literal("identity"), "flow": z.boolean().describe("If true, marks this as a flow identity (special handling)").optional() }).describe("Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder"), z.object({ "input_transforms": z.object({ "provider": z.discriminatedUnion("type", [z.object({ "value": z.object({ "kind": z.enum(["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]).describe("Supported AI provider types"), "resource": z.string().describe("Resource reference in format '$res:{resource_path}' pointing to provider credentials"), "model": z.string().describe("Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"), "reasoning_effort": z.string().describe("Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default.").optional() }).describe("Complete AI provider configuration with resource reference and model selection"), "type": z.literal("static") }).describe("Static provider configuration passed directly to the AI agent"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined"), "output_type": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"), "user_message": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."), "system_prompt": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("System instructions that guide the AI's behavior, persona, and response style. Optional.").optional(), "streaming": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n").optional(), "memory": z.discriminatedUnion("type", [z.object({ "value": z.discriminatedUnion("kind", [z.object({ "kind": z.literal("off") }).describe("No conversation memory/context"), z.object({ "kind": z.literal("auto"), "context_length": z.number().int().describe("Maximum number of messages to retain in context").optional(), "memory_id": z.string().describe("Identifier for persistent memory across agent invocations").optional() }).describe("Automatic context management"), z.object({ "kind": z.literal("manual"), "messages": z.array(z.object({ "role": z.enum(["user","assistant","system"]), "content": z.string() }).describe("A single message in conversation history")) }).describe("Explicit message history")]).describe("Conversation memory configuration"), "type": z.literal("static") }).describe("Static memory configuration passed directly to the AI agent"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined").optional(), "output_schema": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n").optional(), "user_attachments": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n").optional(), "max_completion_tokens": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n").optional(), "temperature": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n").optional(), "max_iterations": z.discriminatedUnion("type", [z.object({ "value": z.any().describe("The static value. For resources, use format '$res:path/to/resource'").optional(), "type": z.literal("static") }).describe("Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'"), z.object({ "expr": z.string().describe("JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"), "type": z.literal("javascript") }).describe("JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value"), z.object({ "type": z.literal("ai") }).describe("Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.")]).describe("Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs").describe("Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n").optional() }).describe("Input parameters for the AI agent mapped to their values"), "tools": z.array(z.object({ "id": z.string().describe("Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"), "summary": z.string().describe("Short description of what this tool does (shown to the AI)").optional(), "description": z.string().describe("Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script.").optional(), "value": z.any().superRefine((x, ctx) => { const schemas = [z.intersection(z.object({ "tool_type": z.literal("flowmodule") }), z.lazy(() => flowModuleValueSchema)).describe("A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module"), z.object({ "tool_type": z.literal("mcp"), "resource_path": z.string().describe("Path to the MCP resource/server configuration"), "include_tools": z.array(z.string()).describe("Whitelist of specific tools to include from this MCP server").optional(), "exclude_tools": z.array(z.string()).describe("Blacklist of tools to exclude from this MCP server").optional() }).describe("Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers"), z.object({ "tool_type": z.literal("websearch") }).describe("A tool implemented as a websearch tool. The AI can call this like any other websearch tool")]; const errors = schemas.reduce( (errors, schema) => diff --git a/frontend/src/lib/components/flows/common/FlowCard.svelte b/frontend/src/lib/components/flows/common/FlowCard.svelte index 43cabc7aa0..aadb9d459d 100644 --- a/frontend/src/lib/components/flows/common/FlowCard.svelte +++ b/frontend/src/lib/components/flows/common/FlowCard.svelte @@ -5,6 +5,7 @@ interface Props { title?: string | undefined summary?: string | undefined + description?: string | undefined noEditor: boolean noHeader?: boolean flowModuleValue?: FlowModuleValue | undefined @@ -18,6 +19,7 @@ let { title = undefined, summary = $bindable(undefined), + description = $bindable(undefined), noEditor, noHeader = false, flowModuleValue = undefined, @@ -37,6 +39,7 @@ on:reload {title} bind:summary + bind:description {flowModuleValue} {action} {isAgentTool} diff --git a/frontend/src/lib/components/flows/common/FlowCardHeader.svelte b/frontend/src/lib/components/flows/common/FlowCardHeader.svelte index 2640fbbba9..1a96ad6861 100644 --- a/frontend/src/lib/components/flows/common/FlowCardHeader.svelte +++ b/frontend/src/lib/components/flows/common/FlowCardHeader.svelte @@ -21,11 +21,13 @@ import { twMerge } from 'tailwind-merge' import { getToolNameError } from '$lib/components/graph/renderers/nodes/AIToolNode.svelte' import { DEFAULT_HUB_BASE_URL, PRIVATE_HUB_MIN_VERSION } from '$lib/hub' + import autosize from '$lib/autosize' interface Props { flowModuleValue?: FlowModuleValue | undefined title?: string | undefined summary?: string | undefined + description?: string | undefined children?: import('svelte').Snippet action?: import('svelte').Snippet isAgentTool?: boolean @@ -36,6 +38,7 @@ flowModuleValue = undefined, title = undefined, summary = $bindable(undefined), + description = $bindable(undefined), children, action, isAgentTool = false, @@ -93,120 +96,136 @@ }) -
- {#if flowModuleValue} - -
- {#if flowModuleValue.type === 'identity'} - Identity (input copied to output) - {:else if flowModuleValue.type === 'rawscript'} -
- -
- - {:else if flowModuleValue.type === 'script' && 'path' in flowModuleValue && flowModuleValue.path} - - - {#if hubVersionId} - - {/if} - - {#if flowModuleValue.hash} - {#if latestHash != flowModuleValue.hash} - - {/if} - - {:else if latestHash} -
- - {/if} -
- {:else if flowModuleValue.type === 'flow'} - flow - - {:else if flowModuleValue.type === 'aiagent'} - AI Agent - - {/if} -
- + + {#if flowModuleValue.hash} + {#if latestHash != flowModuleValue.hash} + + {/if} + + {:else if latestHash} +
+ +
+ {/if} +
+ + {#if toolNameError && !isAgentTool} +

{toolNameError}

+ {/if} +
+ {:else if flowModuleValue.type === 'flow'} + flow + + {:else if flowModuleValue.type === 'aiagent'} + AI Agent + + {/if} +
+ + {/if} + {#if title} +
{title}
+ {/if} + {@render children?.()} + {@render action?.()} +
+ {#if isAgentTool} + {#if toolNameError} +

{toolNameError}

+ {/if} + {/if} - {#if title} -
{title}
- {/if} - {@render children?.()} - {@render action?.()} diff --git a/frontend/src/lib/components/flows/content/AgentToolWrapper.svelte b/frontend/src/lib/components/flows/content/AgentToolWrapper.svelte index 9807e96603..df545ab367 100644 --- a/frontend/src/lib/components/flows/content/AgentToolWrapper.svelte +++ b/frontend/src/lib/components/flows/content/AgentToolWrapper.svelte @@ -45,6 +45,7 @@ forceTestTab={forceTestTab?.[tool.id]} highlightArg={highlightArg?.[tool.id]} isAgentTool={true} + bind:toolDescription={tool.description} {siblingToolNames} /> {:else if isMcpTool(tool)} diff --git a/frontend/src/lib/components/flows/content/FlowModuleComponent.svelte b/frontend/src/lib/components/flows/content/FlowModuleComponent.svelte index 758b16d47f..5160836a32 100644 --- a/frontend/src/lib/components/flows/content/FlowModuleComponent.svelte +++ b/frontend/src/lib/components/flows/content/FlowModuleComponent.svelte @@ -115,6 +115,7 @@ forceTestTab?: boolean highlightArg?: string isAgentTool?: boolean + toolDescription?: string | undefined siblingToolNames?: string[] } @@ -132,6 +133,7 @@ forceTestTab = false, highlightArg = undefined, isAgentTool = false, + toolDescription = $bindable(undefined), siblingToolNames = undefined }: Props = $props() @@ -733,6 +735,7 @@ } }} bind:summary={flowModule.summary} + bind:description={toolDescription} {isAgentTool} {siblingToolNames} > diff --git a/frontend/src/lib/components/sessions/sessionState.svelte.ts b/frontend/src/lib/components/sessions/sessionState.svelte.ts index a5b064b36d..47df22a44c 100644 --- a/frontend/src/lib/components/sessions/sessionState.svelte.ts +++ b/frontend/src/lib/components/sessions/sessionState.svelte.ts @@ -306,6 +306,10 @@ export function setSessionDraftPrompt(sessionId: string, text: string): void { // mount-time onDraftChange('') as a non-touch (draftPrompt is undefined), // so merely opening an untouched draft never persists it. if ((s.draftPrompt ?? '') === text) return + // Keep `transient` (means "in-memory only") set until the flush persists the + // draft, so hydrateSessions preserves it across a reconcile inside this window; + // isReusableBlank, not `transient`, is what stops createSession reusing a typed + // draft. Only the IndexedDB write is debounced. s.draftPrompt = text clearTimeout(draftPromptFlushHandles.get(sessionId)) draftPromptFlushHandles.set( @@ -541,15 +545,18 @@ export async function reconcileAfterWorkspaceChange(): Promise { await reconcileSessionsLifecycle() } -// Count non-transient sessions committed to a given workspace — used to warn the -// user, before archiving/deleting a workspace, how many AI sessions go with it. +// Matches on `workspace_id ?? pending_workspace_id` so persisted unsent drafts +// count too; reconcileSessionsLifecycle tears them down with committed sessions on +// archive/delete, so this pre-teardown confirmation count must match. export async function countSessionsForWorkspace(workspaceId: string): Promise { if (!BROWSER) return 0 const db = await sessionsDb.whenReady() if (!db) return 0 try { const all = await db.getAll('sessions') - return all.filter((s) => s.workspace_id === workspaceId && !s.transient).length + return all.filter( + (s) => (s.workspace_id ?? s.pending_workspace_id) === workspaceId && !s.transient + ).length } catch { return 0 } @@ -645,15 +652,22 @@ export function requestComposerFocus(): void { composerFocusRequest.nonce++ } +// An untouched in-memory blank that `+` may reuse/discard. `draftPrompt === +// undefined` (never edited), not falsiness: a draft typed then erased to '' still +// has a pending flush and is a real session, so it must survive both. Every other +// touch clears `transient` synchronously, so only the draft prompt needs checking. +function isReusableBlank(s: Session): boolean { + return !!s.transient && s.draftPrompt === undefined +} + export function createSession(): Session { // Reuse an existing untouched draft from the active family rather than pile a - // blank entry on every `+`. "Untouched" is exactly `transient`: a pending - // session leaves the in-memory-only state the moment the user touches it - // (types a prompt, picks a workspace, opens the panel, renames), at which - // point it persists and is its own session — so several pending sessions can - // still be built up in parallel, one touch at a time. A cross-family leftover - // draft is dropped instead of reused (reusing it would act on that family). - const reusable = sessionState.sessions.find((s) => s.transient && sessionInCurrentFamily(s)) + // blank entry on every `+`, so several pending sessions can still be built up + // in parallel, one touch at a time. A cross-family leftover blank is dropped + // instead of reused (reusing it would act on that family). + const reusable = sessionState.sessions.find( + (s) => isReusableBlank(s) && sessionInCurrentFamily(s) + ) if (reusable) { sessionState.currentSessionId = reusable.id // Reusing an already-active draft doesn't change currentSessionId, so ask @@ -661,7 +675,7 @@ export function createSession(): Session { requestComposerFocus() return reusable } - sessionState.sessions = sessionState.sessions.filter((s) => !s.transient) + sessionState.sessions = sessionState.sessions.filter((s) => !isReusableBlank(s)) const existingNumbers = sessionState.sessions .map((s) => /^session-(\d+)$/.exec(s.name)?.[1]) .map((n) => (n ? parseInt(n, 10) : 0)) @@ -960,6 +974,11 @@ export function setSessionArchived(id: string, archived: boolean) { export function deleteSession(id: string) { const s = sessionState.sessions.find((x) => x.id === id) if (!s) return + // Cancel any pending draft-prompt flush: left running, its persistTouched + // would write the record back to IndexedDB after we delete it, resurrecting + // a draft deleted inside the debounce window. + clearTimeout(draftPromptFlushHandles.get(id)) + draftPromptFlushHandles.delete(id) sessionState.sessions = sessionState.sessions.filter((x) => x.id !== id) if (sessionState.currentSessionId === id) { sessionState.currentSessionId = sessionState.sessions[0]?.id diff --git a/frontend/src/lib/components/sessions/sessionState.test.ts b/frontend/src/lib/components/sessions/sessionState.test.ts index 1a74f7c6ab..7732c44746 100644 --- a/frontend/src/lib/components/sessions/sessionState.test.ts +++ b/frontend/src/lib/components/sessions/sessionState.test.ts @@ -8,6 +8,7 @@ import { renameSession, sessionInCurrentFamily, setGeneratedSessionSummary, + setSessionDraftPrompt, sessionState, type Session } from './sessionState.svelte' @@ -414,4 +415,76 @@ describe('createSession — reuses an untouched draft, family-scoped', () => { restore() } }) + + it('stops reusing a draft the instant it is typed into, before the debounce flush', () => { + // The real transition (not a hand-built flag): a keystroke sets draftPrompt + // while the write is debounced. The draft stays transient (survives hydration) + // but is no longer a reusable blank, so `+` within the window spawns a second + // session and must not discard the typed draft. + vi.useFakeTimers() + const restore = withTwoFamilies('rootA') + const prevCurrent = sessionState.currentSessionId + const draft = session({ + id: 'typed-within-window', + name: 'session-904', + pending_workspace_id: 'rootA', + transient: true + }) + sessionState.sessions.push(draft) + let createdId: string | undefined + try { + setSessionDraftPrompt('typed-within-window', 'h') + // Still transient (persistence deferred), but now carries typed text. + expect(draft.transient).toBe(true) + expect(draft.draftPrompt).toBe('h') + const created = createSession() + createdId = created.id + expect(created.id).not.toBe('typed-within-window') + expect(created.transient).toBe(true) + // The typed draft survives the non-reuse drop as its own entry. + expect(sessionState.sessions.some((s) => s.id === 'typed-within-window')).toBe(true) + } finally { + vi.clearAllTimers() + vi.useRealTimers() + sessionState.sessions = sessionState.sessions.filter( + (s) => s.id !== 'typed-within-window' && s.id !== createdId + ) + sessionState.currentSessionId = prevCurrent + restore() + } + }) + + it('does not reuse a draft typed into then erased back to empty (flush still pending)', () => { + // draftPrompt is '' here, not undefined: the user edited it (a flush is pending), + // so it must stay a real session — reusing/dropping it would be inconsistent + // across the 400ms boundary and could resurrect it via the pending timer. + vi.useFakeTimers() + const restore = withTwoFamilies('rootA') + const prevCurrent = sessionState.currentSessionId + const draft = session({ + id: 'typed-then-erased', + name: 'session-905', + pending_workspace_id: 'rootA', + transient: true + }) + sessionState.sessions.push(draft) + let createdId: string | undefined + try { + setSessionDraftPrompt('typed-then-erased', 'h') + setSessionDraftPrompt('typed-then-erased', '') + expect(draft.draftPrompt).toBe('') + const created = createSession() + createdId = created.id + expect(created.id).not.toBe('typed-then-erased') + expect(sessionState.sessions.some((s) => s.id === 'typed-then-erased')).toBe(true) + } finally { + vi.clearAllTimers() + vi.useRealTimers() + sessionState.sessions = sessionState.sessions.filter( + (s) => s.id !== 'typed-then-erased' && s.id !== createdId + ) + sessionState.currentSessionId = prevCurrent + restore() + } + }) }) diff --git a/frontend/src/lib/components/sessions/sessionStateIndexedDb.test.ts b/frontend/src/lib/components/sessions/sessionStateIndexedDb.test.ts index 1e96bb8010..2b301a9d33 100644 --- a/frontend/src/lib/components/sessions/sessionStateIndexedDb.test.ts +++ b/frontend/src/lib/components/sessions/sessionStateIndexedDb.test.ts @@ -37,6 +37,7 @@ import { deleteSessionRecord, archiveSessionsForWorkspace, deleteSessionsForWorkspace, + countSessionsForWorkspace, materializeTransient, getSessionDraftPrompt, setSessionDraftPrompt, @@ -219,6 +220,24 @@ describe('sessionState IndexedDB persistence', () => { expect(sessionState.sessions).toEqual([]) }) + it('deleting a draft inside the debounce window does not resurrect it', async () => { + const user = freshUser() + userStore.set(user) + await flush() + + const s = session({ id: 't4b', transient: true, pending_workspace_id: 'wsA' }) + sessionState.sessions = [s] + // Schedule a flush, then delete before the 400ms timer fires. The cancelled + // timer must not write the record back to IndexedDB. + setSessionDraftPrompt('t4b', 'typed then deleted') + deleteSession('t4b') + await new Promise((r) => setTimeout(r, 500)) + + await rehydrate(user) + await flush() + expect(sessionState.sessions).toEqual([]) + }) + it('removes a session record', async () => { const user = freshUser() userStore.set(user) @@ -492,6 +511,20 @@ describe('sessionState IndexedDB persistence', () => { expect(rec).toBeUndefined() }) + it('counts persisted pending drafts alongside committed sessions for a workspace', async () => { + const user = freshUser() + userStore.set(user) + await flush() + // One committed session and one still-unsent draft, both bound to wsCount — + // reconcile removes both on teardown, so the confirmation count must see both. + await putSession(session({ id: 'committed', createdAt: 1, workspace_id: 'wsCount' })) + await putSession(session({ id: 'pending', createdAt: 2, pending_workspace_id: 'wsCount' })) + // A committed session in a different workspace must not be counted. + await putSession(session({ id: 'other', createdAt: 3, workspace_id: 'wsOther' })) + + expect(await countSessionsForWorkspace('wsCount')).toBe(2) + }) + it('archives a persisted pending draft (tagged) when its pending workspace is archived', async () => { const user = freshUser() usersWorkspaceStore.set({ @@ -514,6 +547,38 @@ describe('sessionState IndexedDB persistence', () => { expect(rec.archivedByWorkspace).toBe(true) }) + it('keeps a just-typed draft in memory when reconcile hydrates before its flush fires', async () => { + const user = freshUser() + usersWorkspaceStore.set({ + email: user.email, + workspaces: [{ id: 'wsRec', name: 'rec', disabled: false }] as never + }) + userStore.set(user) + await flush() + // A committed session gives reconcile a workspace to query, so it proceeds to + // hydrateSessions (which rebuilds the list as in-memory-transients + DB rows). + await putSession(session({ id: 'committed', createdAt: 1, workspace_id: 'wsRec' })) + // A fresh draft the user just started typing into: transient (not yet written) + // with a debounced flush pending. hydrate must preserve it — clearing transient + // early would leave it in neither bucket and drop it, dangling currentSessionId. + sessionState.sessions.push( + session({ id: 'draftRec', pending_workspace_id: 'wsRec', transient: true }) + ) + sessionState.currentSessionId = 'draftRec' + setSessionDraftPrompt('draftRec', 'typing') + + vi.mocked(WorkspaceService.getSessionWorkspaceStatus).mockResolvedValueOnce({ + wsRec: 'active' + } as never) + await reconcileSessionsLifecycle() + + expect(sessionState.sessions.some((s) => s.id === 'draftRec')).toBe(true) + expect(sessionState.currentSessionId).toBe('draftRec') + + // Cancel the still-pending flush so it can't write to a torn-down DB later. + deleteSession('draftRec') + }) + it('clears the in-memory list on logout', async () => { const user = freshUser() userStore.set(user) diff --git a/frontend/src/lib/components/workspaceSettings/CreateWorkspaceInner.svelte b/frontend/src/lib/components/workspaceSettings/CreateWorkspaceInner.svelte index 70fcc5d6fe..da709f548d 100644 --- a/frontend/src/lib/components/workspaceSettings/CreateWorkspaceInner.svelte +++ b/frontend/src/lib/components/workspaceSettings/CreateWorkspaceInner.svelte @@ -21,6 +21,10 @@ findWorkspaceDescendants } from '$lib/utils/workspaceHierarchy' import { useForkableWorkspaces } from '$lib/utils/useForkableWorkspaces.svelte' + import { + fetchProtectionRulesForWorkspace, + isRuleUnconditionallyActiveInRulesets + } from '$lib/workspaceProtectionRules.svelte' import { resource } from 'runed' import { Badge, Button } from '$lib/components/common' import { devBadgeText } from '$lib/utils/devWorkspaceLabel' @@ -143,6 +147,48 @@ baseWorkspaceEntry?.name ?? baseWorkspaceId ?? 'the root workspace' ) + // If the root already blocks direct deploy / forking through an existing protection rule, keep the + // matching lock toggle on but locked: this flow only manages its own reserved dev-workspace rule, so + // turning it "off" here couldn't lift a separately-defined block. On a failed fetch we fall back to the + // editable default-on toggle, which can't drop protection (any real rule still enforces server-side). + const rootProtectionRules = resource( + () => (canDesignateDevWorkspace && createAsDevWorkspace ? baseWorkspaceId : undefined), + async (ws, _prev, { signal }) => { + if (!ws) return undefined + const rules = await fetchProtectionRulesForWorkspace(ws) + // The generated client can't take an abort signal, so drop a superseded response here: a late + // result for a previous base must not overwrite the newly selected base's rules. + if (signal.aborted) throw new DOMException('superseded', 'AbortError') + return { ws, rules } + } + ) + // Only trust a result that belongs to the currently selected base (guards the in-flight window and + // any out-of-order response); undefined means "not known yet" and is treated as locked below. + let rootRules = $derived.by(() => { + const current = rootProtectionRules.current + return current && current.ws === baseWorkspaceId ? current.rules : undefined + }) + // Only a rule with no bypass users/groups matches the empty-bypass reserved lock we would create; a + // bypassable rule stays editable, otherwise forcing the lock on would revoke the bypassed users' + // direct-deploy / forking access. + let rootAlreadyBlocksDeploy = $derived( + isRuleUnconditionallyActiveInRulesets(rootRules ?? [], 'DisableDirectDeployment') + ) + let rootAlreadyBlocksForking = $derived( + isRuleUnconditionallyActiveInRulesets(rootRules ?? [], 'DisableWorkspaceForking') + ) + // Until the fetch resolves for the selected base its rules are unknown. Treat each lock as engaged + // during that window so the toggle is locked on and the effective value stays true: otherwise a user + // could turn a lock off and submit before an existing rule is detected, sending false and omitting + // the reserved rule — leaving prod unprotected if that existing rule is later removed. + let rootRulesUnknown = $derived(rootProtectionRules.loading || rootRules === undefined) + let deployLocked = $derived(rootAlreadyBlocksDeploy || rootRulesUnknown) + let forkingLocked = $derived(rootAlreadyBlocksForking || rootRulesUnknown) + // Sent to the backend: a locked restriction (enforced or not-yet-known) stays on regardless of the + // toggle's raw state, keeping the request consistent with what the locked toggle shows. + let effectiveLockProdDeploy = $derived(deployLocked || lockProdDeploy) + let effectiveLockProdForking = $derived(forkingLocked || lockProdForking) + let id = $state('') let name = $state('') let username = $state('') @@ -306,8 +352,8 @@ dev_workspace_label: createAsDevWorkspace ? devWorkspaceLabel : undefined, // Send the lock intent in this first phase too so the backend can reject a non-admin's // locked-dev request before any branch is created (avoids dangling branches). - lock_prod_deploy: createAsDevWorkspace && lockProdDeploy, - lock_prod_forking: createAsDevWorkspace && lockProdForking, + lock_prod_deploy: createAsDevWorkspace && effectiveLockProdDeploy, + lock_prod_forking: createAsDevWorkspace && effectiveLockProdForking, copy_members: copyMembers } }) @@ -374,8 +420,8 @@ shared_ducklakes: forkDucklakeSection?.getSharedDucklakes() ?? [], is_dev_workspace: createAsDevWorkspace, dev_workspace_label: createAsDevWorkspace ? devWorkspaceLabel : undefined, - lock_prod_deploy: createAsDevWorkspace && lockProdDeploy, - lock_prod_forking: createAsDevWorkspace && lockProdForking, + lock_prod_deploy: createAsDevWorkspace && effectiveLockProdDeploy, + lock_prod_forking: createAsDevWorkspace && effectiveLockProdForking, copy_members: copyMembers } }) @@ -769,11 +815,37 @@ dev workspace and promoted here. - - + {#if deployLocked} +
+ + {#if rootAlreadyBlocksDeploy} + Already enforced by an existing protection rule + {/if} +
+ {:else} + + {/if} + {#if forkingLocked} +
+ + {#if rootAlreadyBlocksForking} + Already enforced by an existing protection rule + {/if} +
+ {:else} + + {/if} {/if} diff --git a/frontend/src/lib/workspaceProtectionRules.svelte.ts b/frontend/src/lib/workspaceProtectionRules.svelte.ts index 1774ed60e2..9bca16005f 100644 --- a/frontend/src/lib/workspaceProtectionRules.svelte.ts +++ b/frontend/src/lib/workspaceProtectionRules.svelte.ts @@ -182,6 +182,23 @@ export function isRuleActiveInRulesets( return rulesets.some((ruleset) => ruleset.rules.includes(ruleKind)) } +/** + * Whether a rule kind is enforced with no bypass users/groups in at least one ruleset, the only case + * that matches the empty-bypass reserved dev-workspace lock. A bypassable rule does not, since adding + * the unconditional lock would revoke those users' access; callers keep such a toggle editable. + */ +export function isRuleUnconditionallyActiveInRulesets( + rulesets: ProtectionRuleset[], + ruleKind: ProtectionRuleKind +): boolean { + return rulesets.some( + (ruleset) => + ruleset.rules.includes(ruleKind) && + ruleset.bypass_users.length === 0 && + ruleset.bypass_groups.length === 0 + ) +} + /** * Checks if user can bypass a rule kind in given rulesets (workspace-agnostic version) * @param rulesets Array of protection rulesets to check diff --git a/lsp/Pipfile b/lsp/Pipfile index 84462829b0..62e6aea3c0 100644 --- a/lsp/Pipfile +++ b/lsp/Pipfile @@ -4,7 +4,7 @@ verify_ssl = true name = "pypi" [packages] -wmill = ">=1.757.0" +wmill = ">=1.759.0" sendgrid = "*" mysql-connector-python = "*" pymongo = "*" diff --git a/openflow.openapi.yaml b/openflow.openapi.yaml index 712046f912..1b5d938026 100644 --- a/openflow.openapi.yaml +++ b/openflow.openapi.yaml @@ -1,7 +1,7 @@ openapi: '3.0.3' info: - version: 1.757.0 + version: 1.759.0 title: OpenFlow Spec contact: name: Ruben Fiszel @@ -935,6 +935,9 @@ components: summary: type: string description: Short description of what this tool does (shown to the AI) + description: + type: string + description: Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script. value: $ref: '#/components/schemas/ToolValue' required: diff --git a/powershell-client/WindmillClient/WindmillClient.psd1 b/powershell-client/WindmillClient/WindmillClient.psd1 index 32c9044cb2..ba13ab2a42 100644 --- a/powershell-client/WindmillClient/WindmillClient.psd1 +++ b/powershell-client/WindmillClient/WindmillClient.psd1 @@ -12,7 +12,7 @@ RootModule = 'WindmillClient.psm1' # Version number of this module. - ModuleVersion = '1.757.0' + ModuleVersion = '1.759.0' # Supported PSEditions # CompatiblePSEditions = @() diff --git a/python-client/wmill/pyproject.toml b/python-client/wmill/pyproject.toml index a8c9d93f77..7a6a4ccf02 100644 --- a/python-client/wmill/pyproject.toml +++ b/python-client/wmill/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "wmill" -version = "1.757.0" +version = "1.759.0" description = "A client library for accessing Windmill server wrapping the Windmill client API" license = "Apache-2.0" homepage = "https://windmill.dev" diff --git a/system_prompts/auto-generated/flow.md b/system_prompts/auto-generated/flow.md index 684e94f455..d9b4cc03b8 100644 --- a/system_prompts/auto-generated/flow.md +++ b/system_prompts/auto-generated/flow.md @@ -321,4 +321,4 @@ Reference a specific resource using `$res:` prefix: ## OpenFlow Schema -{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \"yellow\", \"#ffff00\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution \u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"},"value":{"$ref":"#/components/schemas/FlowModuleValue"},"stop_after_if":{"description":"Early termination condition evaluated after this step completes","$ref":"#/components/schemas/StopAfterIf"},"stop_after_all_iters_if":{"description":"For loops only - early termination condition evaluated after all iterations complete","$ref":"#/components/schemas/StopAfterIf"},"skip_if":{"type":"object","description":"Conditionally skip this step based on previous results or flow inputs","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-"},"debounce_args_to_accumulate":{"type":"array","description":"Array-type arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds before forced execution"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of debounces before forced execution"}}}},"required":["value","id"]},"InputTransform":{"description":"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs","oneOf":[{"$ref":"#/components/schemas/StaticTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"StaticTransform":{"type":"object","description":"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'","properties":{"value":{"description":"The static value. For resources, use format '$res:path/to/resource'"},"type":{"type":"string","enum":["static"]}},"required":["type"]},"JavascriptTransform":{"type":"object","description":"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticProviderTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind","mapping":{"off":"#/components/schemas/MemoryOff","auto":"#/components/schemas/MemoryAuto","manual":"#/components/schemas/MemoryManual"}}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticMemoryTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type","mapping":{"rawscript":"#/components/schemas/RawScript","script":"#/components/schemas/PathScript","flow":"#/components/schemas/PathFlow","forloopflow":"#/components/schemas/ForloopFlow","whileloopflow":"#/components/schemas/WhileloopFlow","branchone":"#/components/schemas/BranchOne","branchall":"#/components/schemas/BranchAll","identity":"#/components/schemas/Identity","aiagent":"#/components/schemas/AiAgent"}}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. Should export a 'main' function"},"language":{"type":"string","description":"Programming language for this script","enum":["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]},"path":{"type":"string","description":"Optional path for saving this script"},"lock":{"type":"string","description":"Lock file content for dependencies"},"type":{"type":"string","enum":["rawscript"]},"tag":{"type":"string","description":"Worker group tag for execution routing"},"concurrent_limit":{"type":"number","description":"Maximum concurrent executions of this script"},"concurrency_time_window_s":{"type":"number","description":"Time window for concurrent_limit"},"custom_concurrency_key":{"type":"string","description":"Custom key for grouping concurrent executions"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"},"assets":{"type":"array","description":"External resources this script accesses (S3 objects, resources, etc.)","items":{"type":"object","required":["path","kind"],"properties":{"path":{"type":"string","description":"Path to the asset"},"kind":{"type":"string","description":"Type of asset","enum":["s3object","resource","ducklake","datatable","volume"]},"access_type":{"type":"string","nullable":true,"description":"Access level for this asset","enum":["r","w","rw"]},"alt_access_type":{"type":"string","nullable":true,"description":"Alternative access level","enum":["r","w","rw"]}}}}},"required":["type","content","language","input_transforms"]},"PathScript":{"type":"object","description":"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}} \ No newline at end of file +{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. 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Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}} \ No newline at end of file diff --git a/system_prompts/auto-generated/prompts.ts b/system_prompts/auto-generated/prompts.ts index a72b209e11..6842ed1218 100644 --- a/system_prompts/auto-generated/prompts.ts +++ b/system_prompts/auto-generated/prompts.ts @@ -2700,7 +2700,7 @@ class SqlQuery: export const OPENFLOW_SCHEMA = `## OpenFlow Schema -{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \\"yellow\\", \\"#ffff00\\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution \\u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"},"value":{"$ref":"#/components/schemas/FlowModuleValue"},"stop_after_if":{"description":"Early termination condition evaluated after this step completes","$ref":"#/components/schemas/StopAfterIf"},"stop_after_all_iters_if":{"description":"For loops only - early termination condition evaluated after all iterations complete","$ref":"#/components/schemas/StopAfterIf"},"skip_if":{"type":"object","description":"Conditionally skip this step based on previous results or flow inputs","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-"},"debounce_args_to_accumulate":{"type":"array","description":"Array-type arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds before forced execution"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of debounces before forced execution"}}}},"required":["value","id"]},"InputTransform":{"description":"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs","oneOf":[{"$ref":"#/components/schemas/StaticTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"StaticTransform":{"type":"object","description":"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'","properties":{"value":{"description":"The static value. For resources, use format '$res:path/to/resource'"},"type":{"type":"string","enum":["static"]}},"required":["type"]},"JavascriptTransform":{"type":"object","description":"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticProviderTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind","mapping":{"off":"#/components/schemas/MemoryOff","auto":"#/components/schemas/MemoryAuto","manual":"#/components/schemas/MemoryManual"}}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticMemoryTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type","mapping":{"rawscript":"#/components/schemas/RawScript","script":"#/components/schemas/PathScript","flow":"#/components/schemas/PathFlow","forloopflow":"#/components/schemas/ForloopFlow","whileloopflow":"#/components/schemas/WhileloopFlow","branchone":"#/components/schemas/BranchOne","branchall":"#/components/schemas/BranchAll","identity":"#/components/schemas/Identity","aiagent":"#/components/schemas/AiAgent"}}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. Should export a 'main' function"},"language":{"type":"string","description":"Programming language for this script","enum":["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]},"path":{"type":"string","description":"Optional path for saving this script"},"lock":{"type":"string","description":"Lock file content for dependencies"},"type":{"type":"string","enum":["rawscript"]},"tag":{"type":"string","description":"Worker group tag for execution routing"},"concurrent_limit":{"type":"number","description":"Maximum concurrent executions of this script"},"concurrency_time_window_s":{"type":"number","description":"Time window for concurrent_limit"},"custom_concurrency_key":{"type":"string","description":"Custom key for grouping concurrent executions"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"},"assets":{"type":"array","description":"External resources this script accesses (S3 objects, resources, etc.)","items":{"type":"object","required":["path","kind"],"properties":{"path":{"type":"string","description":"Path to the asset"},"kind":{"type":"string","description":"Type of asset","enum":["s3object","resource","ducklake","datatable","volume"]},"access_type":{"type":"string","nullable":true,"description":"Access level for this asset","enum":["r","w","rw"]},"alt_access_type":{"type":"string","nullable":true,"description":"Alternative access level","enum":["r","w","rw"]}}}}},"required":["type","content","language","input_transforms"]},"PathScript":{"type":"object","description":"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. 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Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. 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Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \\"yellow\\", \\"#ffff00\\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution \\u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. 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Should export a 'main' function"},"language":{"type":"string","description":"Programming language for this script","enum":["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]},"path":{"type":"string","description":"Optional path for saving this script"},"lock":{"type":"string","description":"Lock file content for dependencies"},"type":{"type":"string","enum":["rawscript"]},"tag":{"type":"string","description":"Worker group tag for execution routing"},"concurrent_limit":{"type":"number","description":"Maximum concurrent executions of this script"},"concurrency_time_window_s":{"type":"number","description":"Time window for concurrent_limit"},"custom_concurrency_key":{"type":"string","description":"Custom key for grouping concurrent executions"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"},"assets":{"type":"array","description":"External resources this script accesses (S3 objects, resources, etc.)","items":{"type":"object","required":["path","kind"],"properties":{"path":{"type":"string","description":"Path to the asset"},"kind":{"type":"string","description":"Type of asset","enum":["s3object","resource","ducklake","datatable","volume"]},"access_type":{"type":"string","nullable":true,"description":"Access level for this asset","enum":["r","w","rw"]},"alt_access_type":{"type":"string","nullable":true,"description":"Alternative access level","enum":["r","w","rw"]}}}}},"required":["type","content","language","input_transforms"]},"PathScript":{"type":"object","description":"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"description":{"type":"string","description":"Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script."},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\\nValid values: 'text' (default) - plain text response, 'image' - image generation\\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\\nFormat: Array<{ bucket: string, key: string }> - S3 object references\\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\\nRange: 0.0 to 2.0 (provider-dependent)\\n- 0.0 = deterministic, focused responses\\n- 0.7 = balanced (common default)\\n- 1.0+ = more creative/random\\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\\nRange: 1-1000.\\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default \`flow\`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}}`; export const CLI_COMMANDS = `# Windmill CLI Commands diff --git a/system_prompts/auto-generated/skills/write-flow/SKILL.md b/system_prompts/auto-generated/skills/write-flow/SKILL.md index bedd85dbb4..47ff8f47b7 100644 --- a/system_prompts/auto-generated/skills/write-flow/SKILL.md +++ b/system_prompts/auto-generated/skills/write-flow/SKILL.md @@ -407,4 +407,4 @@ Reference a specific resource using `$res:` prefix: ## OpenFlow Schema -{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \"yellow\", \"#ffff00\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution \u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"},"value":{"$ref":"#/components/schemas/FlowModuleValue"},"stop_after_if":{"description":"Early termination condition evaluated after this step completes","$ref":"#/components/schemas/StopAfterIf"},"stop_after_all_iters_if":{"description":"For loops only - early termination condition evaluated after all iterations complete","$ref":"#/components/schemas/StopAfterIf"},"skip_if":{"type":"object","description":"Conditionally skip this step based on previous results or flow inputs","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. Supports $workspace and $args[name]. Default: $workspace/flow/-"},"debounce_args_to_accumulate":{"type":"array","description":"Array-type arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds before forced execution"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of debounces before forced execution"}}}},"required":["value","id"]},"InputTransform":{"description":"Maps input parameters for a step. Can be a static value or a JavaScript expression that references previous results or flow inputs","oneOf":[{"$ref":"#/components/schemas/StaticTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"StaticTransform":{"type":"object","description":"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'","properties":{"value":{"description":"The static value. For resources, use format '$res:path/to/resource'"},"type":{"type":"string","enum":["static"]}},"required":["type"]},"JavascriptTransform":{"type":"object","description":"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticProviderTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind","mapping":{"off":"#/components/schemas/MemoryOff","auto":"#/components/schemas/MemoryAuto","manual":"#/components/schemas/MemoryManual"}}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticMemoryTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type","mapping":{"rawscript":"#/components/schemas/RawScript","script":"#/components/schemas/PathScript","flow":"#/components/schemas/PathFlow","forloopflow":"#/components/schemas/ForloopFlow","whileloopflow":"#/components/schemas/WhileloopFlow","branchone":"#/components/schemas/BranchOne","branchall":"#/components/schemas/BranchAll","identity":"#/components/schemas/Identity","aiagent":"#/components/schemas/AiAgent"}}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. Should export a 'main' function"},"language":{"type":"string","description":"Programming language for this script","enum":["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]},"path":{"type":"string","description":"Optional path for saving this script"},"lock":{"type":"string","description":"Lock file content for dependencies"},"type":{"type":"string","enum":["rawscript"]},"tag":{"type":"string","description":"Worker group tag for execution routing"},"concurrent_limit":{"type":"number","description":"Maximum concurrent executions of this script"},"concurrency_time_window_s":{"type":"number","description":"Time window for concurrent_limit"},"custom_concurrency_key":{"type":"string","description":"Custom key for grouping concurrent executions"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"},"assets":{"type":"array","description":"External resources this script accesses (S3 objects, resources, etc.)","items":{"type":"object","required":["path","kind"],"properties":{"path":{"type":"string","description":"Path to the asset"},"kind":{"type":"string","description":"Type of asset","enum":["s3object","resource","ducklake","datatable","volume"]},"access_type":{"type":"string","nullable":true,"description":"Access level for this asset","enum":["r","w","rw"]},"alt_access_type":{"type":"string","nullable":true,"description":"Alternative access level","enum":["r","w","rw"]}}}}},"required":["type","content","language","input_transforms"]},"PathScript":{"type":"object","description":"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}} \ No newline at end of file +{"OpenFlow":{"type":"object","description":"Top-level flow definition containing metadata, configuration, and the flow structure","properties":{"summary":{"type":"string","description":"Short description of what this flow does"},"description":{"type":"string","description":"Detailed documentation for this flow"},"value":{"$ref":"#/components/schemas/FlowValue"},"schema":{"type":"object","description":"JSON Schema for flow inputs. Use this to define input parameters, their types, defaults, and validation. For resource inputs, set type to 'object' and format to 'resource-' (e.g., 'resource-stripe')"},"on_behalf_of_email":{"type":"string","description":"The flow will be run with the permissions of the user with this email."}},"required":["summary","value"]},"FlowValue":{"type":"object","description":"The flow structure containing modules and optional preprocessor/failure handlers","properties":{"modules":{"type":"array","description":"Array of steps that execute in sequence. Each step can be a script, subflow, loop, or branch","items":{"$ref":"#/components/schemas/FlowModule"}},"failure_module":{"description":"Special module that executes when the flow fails. Receives error object with message, name, stack, and step_id. Must have id 'failure'. Only supports script/rawscript types","$ref":"#/components/schemas/FlowModule"},"preprocessor_module":{"description":"Special module that runs before the first step on external triggers. Must have id 'preprocessor'. Only supports script/rawscript types. Cannot reference other step results","$ref":"#/components/schemas/FlowModule"},"same_worker":{"type":"boolean","description":"If true, all steps run on the same worker for better performance"},"preserve_step_tags":{"type":"boolean","description":"If true and the flow runs on a custom worker tag, steps that declare their own non-empty tag run on it instead of inheriting the flow tag. Steps without their own tag still inherit the flow tag."},"concurrent_limit":{"type":"number","description":"Maximum number of concurrent executions of this flow"},"concurrency_key":{"type":"string","description":"Expression to group concurrent executions (e.g., by user ID)"},"concurrency_time_window_s":{"type":"number","description":"Time window in seconds for concurrent_limit"},"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce flow executions"},"debounce_key":{"type":"string","description":"Expression to group debounced executions"},"debounce_args_to_accumulate":{"type":"array","description":"Arguments to accumulate across debounced executions","items":{"type":"string"}},"max_total_debouncing_time":{"type":"integer","description":"Maximum total time in seconds that a job can be debounced"},"max_total_debounces_amount":{"type":"integer","description":"Maximum number of times a job can be debounced"},"skip_expr":{"type":"string","description":"JavaScript expression to conditionally skip the entire flow"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for flow results"},"cache_ignore_s3_path":{"type":"boolean"},"delete_after_secs":{"type":"integer","description":"If set, delete the flow job's args, result and logs after this many seconds following job completion"},"flow_env":{"type":"object","description":"Environment variables available to all steps. Values can be strings, JSON values, or special references: '$var:path' (workspace variable) or '$res:path' (resource).","additionalProperties":{}},"priority":{"type":"number","description":"Execution priority (higher numbers run first)"},"early_return":{"type":"string","description":"JavaScript expression to return early from the flow"},"chat_input_enabled":{"type":"boolean","description":"Whether this flow accepts chat-style input"},"notes":{"type":"array","description":"Sticky notes attached to the flow","items":{"$ref":"#/components/schemas/FlowNote"}},"groups":{"type":"array","description":"Semantic groups of modules for organizational purposes","items":{"$ref":"#/components/schemas/FlowGroup"}}},"required":["modules"]},"Retry":{"type":"object","description":"Retry configuration for failed module executions","properties":{"constant":{"type":"object","description":"Retry with constant delay between attempts","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"seconds":{"type":"integer","description":"Seconds to wait between retries"}}},"exponential":{"type":"object","description":"Retry with exponential backoff (delay doubles each time)","properties":{"attempts":{"type":"integer","description":"Number of retry attempts"},"multiplier":{"type":"integer","description":"Multiplier for exponential backoff"},"seconds":{"type":"integer","minimum":1,"description":"Initial delay in seconds"},"random_factor":{"type":"integer","minimum":0,"maximum":100,"description":"Random jitter percentage (0-100) to avoid thundering herd"}}},"retry_if":{"$ref":"#/components/schemas/RetryIf"}}},"FlowNote":{"type":"object","description":"A sticky note attached to a flow for documentation and annotation","properties":{"id":{"type":"string","description":"Unique identifier for the note"},"text":{"type":"string","description":"Content of the note"},"position":{"type":"object","description":"Position of the note in the flow editor","properties":{"x":{"type":"number","description":"X coordinate"},"y":{"type":"number","description":"Y coordinate"}},"required":["x","y"]},"size":{"type":"object","description":"Size of the note in the flow editor","properties":{"width":{"type":"number","description":"Width in pixels"},"height":{"type":"number","description":"Height in pixels"}},"required":["width","height"]},"color":{"type":"string","description":"Color of the note (e.g., \"yellow\", \"#ffff00\")"},"type":{"type":"string","enum":["free","group"],"description":"Type of note - 'free' for standalone notes, 'group' for notes that group other nodes"},"locked":{"type":"boolean","default":false,"description":"Whether the note is locked and cannot be edited or moved"},"contained_node_ids":{"type":"array","items":{"type":"string"},"description":"For group notes, the IDs of nodes contained within this group"}},"required":["id","text","color","type"]},"FlowGroup":{"type":"object","description":"A semantic group of flow modules for organizational purposes. Does not affect execution \u2014 modules remain in their original position in the flow. Groups provide naming and collapsibility in the editor. Members are computed dynamically from all nodes on paths between start_id and end_id.","properties":{"summary":{"type":"string","description":"Display name for this group"},"note":{"type":"string","description":"Markdown note shown below the group header"},"autocollapse":{"type":"boolean","default":false,"description":"If true, this group is collapsed by default in the flow editor. UI hint only."},"start_id":{"type":"string","description":"ID of the first flow module in this group (topological entry point)"},"end_id":{"type":"string","description":"ID of the last flow module in this group (topological exit point)"},"color":{"type":"string","description":"Color for the group in the flow editor"}},"required":["start_id","end_id"]},"RetryIf":{"type":"object","description":"Conditional retry based on error or result","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to retry. Has access to 'result' and 'error' variables"}},"required":["expr"]},"StopAfterIf":{"type":"object","description":"Early termination condition for a module","properties":{"skip_if_stopped":{"type":"boolean","description":"If true, following steps are skipped when this condition triggers"},"expr":{"type":"string","description":"JavaScript expression evaluated after the module runs. Can use 'result' (step's result) or 'flow_input'. Return true to stop"},"error_message":{"type":"string","nullable":true,"description":"Custom error message when stopping with an error. Mutually exclusive with skip_if_stopped. If set to a non-empty string, the flow stops with this error. If empty string, a default error message is used. If null or omitted, no error is raised."},"error_include_result":{"type":"boolean","description":"When stopping with an error (error_message set), embed the stopping step's own result inside the raised error object (as error.result) instead of discarding it. The top-level result stays { error }. Defaults to false."}},"required":["expr"]},"FlowModule":{"type":"object","description":"A single step in a flow. Can be a script, subflow, loop, or branch","properties":{"id":{"type":"string","description":"Unique identifier for this step. Used to reference results via 'results.step_id'. Must be a valid identifier (alphanumeric, underscore, hyphen)"},"value":{"$ref":"#/components/schemas/FlowModuleValue"},"stop_after_if":{"description":"Early termination condition evaluated after this step completes","$ref":"#/components/schemas/StopAfterIf"},"stop_after_all_iters_if":{"description":"For loops only - early termination condition evaluated after all iterations complete","$ref":"#/components/schemas/StopAfterIf"},"skip_if":{"type":"object","description":"Conditionally skip this step based on previous results or flow inputs","properties":{"expr":{"type":"string","description":"JavaScript expression that returns true to skip. Can use 'flow_input' or 'results.'"}},"required":["expr"]},"sleep":{"description":"Delay before executing this step (in seconds or as expression)","$ref":"#/components/schemas/InputTransform"},"cache_ttl":{"type":"number","description":"Cache duration in seconds for this step's results"},"cache_ignore_s3_path":{"type":"boolean"},"timeout":{"description":"Maximum execution time in seconds (static value or expression)","$ref":"#/components/schemas/InputTransform"},"delete_after_secs":{"type":"integer","description":"If set, delete the step's args, result and logs after this many seconds following job completion"},"summary":{"type":"string","description":"Short description of what this step does"},"mock":{"type":"object","description":"Mock configuration for testing without executing the actual step","properties":{"enabled":{"type":"boolean","description":"If true, return mock value instead of executing"},"return_value":{"description":"Value to return when mocked"}}},"suspend":{"type":"object","description":"Configuration for approval/resume steps that wait for user input","properties":{"required_events":{"type":"integer","description":"Number of approvals required before continuing"},"timeout":{"type":"integer","description":"Timeout in seconds before auto-continuing or canceling"},"resume_form":{"type":"object","description":"Form schema for collecting input when resuming","properties":{"schema":{"type":"object","description":"JSON Schema for the resume form"}}},"user_auth_required":{"type":"boolean","description":"If true, only authenticated users can approve"},"user_groups_required":{"description":"Expression or list of groups that can approve","$ref":"#/components/schemas/InputTransform"},"self_approval_disabled":{"type":"boolean","description":"If true, the user who started the flow cannot approve"},"hide_cancel":{"type":"boolean","description":"If true, hide the cancel button on the approval form"},"continue_on_disapprove_timeout":{"type":"boolean","description":"If true, continue flow on timeout instead of canceling"}}},"priority":{"type":"number","description":"Execution priority for this step (higher numbers run first)"},"continue_on_error":{"type":"boolean","description":"If true, flow continues even if this step fails"},"retry":{"description":"Retry configuration if this step fails","$ref":"#/components/schemas/Retry"},"debouncing":{"description":"Debounce configuration for this step (EE only)","type":"object","properties":{"debounce_delay_s":{"type":"integer","description":"Delay in seconds to debounce this step's executions across flow runs"},"debounce_key":{"type":"string","description":"Expression to group debounced executions. 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Can be a static value or a JavaScript expression that references previous results or flow inputs","oneOf":[{"$ref":"#/components/schemas/StaticTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"StaticTransform":{"type":"object","description":"Static value passed directly to the step. Use for hardcoded values or resource references like '$res:path/to/resource'","properties":{"value":{"description":"The static value. For resources, use format '$res:path/to/resource'"},"type":{"type":"string","enum":["static"]}},"required":["type"]},"JavascriptTransform":{"type":"object","description":"JavaScript expression evaluated at runtime. Can reference previous step results via 'results.step_id' or flow inputs via 'flow_input.property'. Inside loops, use 'flow_input.iter.value' for the current iteration value","properties":{"expr":{"type":"string","description":"JavaScript expression returning the value. Available variables - results (object with all previous step results), flow_input (flow inputs), flow_input.iter (in loops)"},"type":{"type":"string","enum":["javascript"]}},"required":["expr","type"]},"AiTransform":{"type":"object","description":"Value resolved by the AI runtime for this input. The AI engine decides how to satisfy the parameter.","properties":{"type":{"type":"string","enum":["ai"]}},"required":["type"]},"AIProviderKind":{"type":"string","description":"Supported AI provider types","enum":["openai","azure_openai","azure_foundry","anthropic","mistral","deepseek","googleai","groq","openrouter","togetherai","customai","aws_bedrock"]},"ProviderConfig":{"type":"object","description":"Complete AI provider configuration with resource reference and model selection","properties":{"kind":{"$ref":"#/components/schemas/AIProviderKind"},"resource":{"type":"string","description":"Resource reference in format '$res:{resource_path}' pointing to provider credentials"},"model":{"type":"string","description":"Model identifier (e.g., 'gpt-4', 'claude-3-opus-20240229', 'gemini-pro')"},"reasoning_effort":{"type":"string","description":"Provider-native reasoning effort token (e.g. 'low', 'high', 'none') for models that support extended thinking. Optional; unset leaves the provider default."}},"required":["kind","resource","model"]},"StaticProviderTransform":{"type":"object","description":"Static provider configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/ProviderConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"ProviderTransform":{"description":"Provider configuration - can be static (ProviderConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticProviderTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticProviderTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"MemoryOff":{"type":"object","description":"No conversation memory/context","properties":{"kind":{"type":"string","enum":["off"]}},"required":["kind"]},"MemoryAuto":{"type":"object","description":"Automatic context management","properties":{"kind":{"type":"string","enum":["auto"]},"context_length":{"type":"integer","description":"Maximum number of messages to retain in context"},"memory_id":{"type":"string","description":"Identifier for persistent memory across agent invocations"}},"required":["kind"]},"MemoryMessage":{"type":"object","description":"A single message in conversation history","properties":{"role":{"type":"string","enum":["user","assistant","system"]},"content":{"type":"string"}},"required":["role","content"]},"MemoryManual":{"type":"object","description":"Explicit message history","properties":{"kind":{"type":"string","enum":["manual"]},"messages":{"type":"array","items":{"$ref":"#/components/schemas/MemoryMessage"}}},"required":["kind","messages"]},"MemoryConfig":{"description":"Conversation memory configuration","oneOf":[{"$ref":"#/components/schemas/MemoryOff"},{"$ref":"#/components/schemas/MemoryAuto"},{"$ref":"#/components/schemas/MemoryManual"}],"discriminator":{"propertyName":"kind","mapping":{"off":"#/components/schemas/MemoryOff","auto":"#/components/schemas/MemoryAuto","manual":"#/components/schemas/MemoryManual"}}},"StaticMemoryTransform":{"type":"object","description":"Static memory configuration passed directly to the AI agent","properties":{"value":{"$ref":"#/components/schemas/MemoryConfig"},"type":{"type":"string","enum":["static"]}},"required":["type","value"]},"MemoryTransform":{"description":"Memory configuration - can be static (MemoryConfig), JavaScript expression, or AI-determined","oneOf":[{"$ref":"#/components/schemas/StaticMemoryTransform"},{"$ref":"#/components/schemas/JavascriptTransform"},{"$ref":"#/components/schemas/AiTransform"}],"discriminator":{"propertyName":"type","mapping":{"static":"#/components/schemas/StaticMemoryTransform","javascript":"#/components/schemas/JavascriptTransform","ai":"#/components/schemas/AiTransform"}}},"FlowModuleValue":{"description":"The actual implementation of a flow step. Can be a script (inline or referenced), subflow, loop, branch, or special module type","oneOf":[{"$ref":"#/components/schemas/RawScript"},{"$ref":"#/components/schemas/PathScript"},{"$ref":"#/components/schemas/PathFlow"},{"$ref":"#/components/schemas/ForloopFlow"},{"$ref":"#/components/schemas/WhileloopFlow"},{"$ref":"#/components/schemas/BranchOne"},{"$ref":"#/components/schemas/BranchAll"},{"$ref":"#/components/schemas/Identity"},{"$ref":"#/components/schemas/AiAgent"}],"discriminator":{"propertyName":"type","mapping":{"rawscript":"#/components/schemas/RawScript","script":"#/components/schemas/PathScript","flow":"#/components/schemas/PathFlow","forloopflow":"#/components/schemas/ForloopFlow","whileloopflow":"#/components/schemas/WhileloopFlow","branchone":"#/components/schemas/BranchOne","branchall":"#/components/schemas/BranchAll","identity":"#/components/schemas/Identity","aiagent":"#/components/schemas/AiAgent"}}},"RawScript":{"type":"object","description":"Inline script with code defined directly in the flow. Use 'bun' as default language if unspecified. The script receives arguments from input_transforms","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"content":{"type":"string","description":"The script source code. Should export a 'main' function"},"language":{"type":"string","description":"Programming language for this script","enum":["deno","bun","bunnative","python3","go","bash","powershell","postgresql","mysql","bigquery","snowflake","mssql","oracledb","graphql","nativets","php","rust","ansible","csharp","nu","java","ruby","rlang","duckdb"]},"path":{"type":"string","description":"Optional path for saving this script"},"lock":{"type":"string","description":"Lock file content for dependencies"},"type":{"type":"string","enum":["rawscript"]},"tag":{"type":"string","description":"Worker group tag for execution routing"},"concurrent_limit":{"type":"number","description":"Maximum concurrent executions of this script"},"concurrency_time_window_s":{"type":"number","description":"Time window for concurrent_limit"},"custom_concurrency_key":{"type":"string","description":"Custom key for grouping concurrent executions"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"},"assets":{"type":"array","description":"External resources this script accesses (S3 objects, resources, etc.)","items":{"type":"object","required":["path","kind"],"properties":{"path":{"type":"string","description":"Path to the asset"},"kind":{"type":"string","description":"Type of asset","enum":["s3object","resource","ducklake","datatable","volume"]},"access_type":{"type":"string","nullable":true,"description":"Access level for this asset","enum":["r","w","rw"]},"alt_access_type":{"type":"string","nullable":true,"description":"Alternative access level","enum":["r","w","rw"]}}}}},"required":["type","content","language","input_transforms"]},"PathScript":{"type":"object","description":"Reference to an existing script by path. Use this when calling a previously saved script instead of writing inline code","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the script's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the script in the workspace (e.g., 'f/scripts/send_email')"},"hash":{"type":"string","description":"Optional specific version hash of the script to use"},"type":{"type":"string","enum":["script"]},"tag_override":{"type":"string","description":"Override the script's default worker group tag"},"is_trigger":{"type":"boolean","description":"If true, this script is a trigger that can start the flow"}},"required":["type","path","input_transforms"]},"PathFlow":{"type":"object","description":"Reference to an existing flow by path. Use this to call another flow as a subflow","properties":{"input_transforms":{"type":"object","description":"Map of parameter names to their values (static or JavaScript expressions). These become the subflow's input arguments","additionalProperties":{"$ref":"#/components/schemas/InputTransform"}},"path":{"type":"string","description":"Path to the flow in the workspace (e.g., 'f/flows/process_user')"},"type":{"type":"string","enum":["flow"]}},"required":["type","path","input_transforms"]},"ForloopFlow":{"type":"object","description":"Executes nested modules in a loop over an iterator. Inside the loop, use 'flow_input.iter.value' to access the current iteration value, and 'flow_input.iter.index' for the index. Supports parallel execution for better performance on I/O-bound operations","properties":{"modules":{"type":"array","description":"Steps to execute for each iteration. These can reference the iteration value via 'flow_input.iter.value'","items":{"$ref":"#/components/schemas/FlowModule"}},"iterator":{"description":"JavaScript expression that returns an array to iterate over. Can reference 'results.step_id' or 'flow_input'","$ref":"#/components/schemas/InputTransform"},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["forloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (faster for I/O-bound operations). Use with parallelism to control concurrency"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true. Limits resource usage. Can be static number or expression","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","iterator","skip_failures","type"]},"WhileloopFlow":{"type":"object","description":"Executes nested modules repeatedly while a condition is true. The loop checks the condition after each iteration. Use stop_after_if on modules to control loop termination","properties":{"modules":{"type":"array","description":"Steps to execute in each iteration. Use stop_after_if to control when the loop ends","items":{"$ref":"#/components/schemas/FlowModule"}},"skip_failures":{"type":"boolean","description":"If true, iteration failures don't stop the loop. Failed iterations return null"},"type":{"type":"string","enum":["whileloopflow"]},"parallel":{"type":"boolean","description":"If true, iterations run concurrently (use with caution in while loops)"},"parallelism":{"description":"Maximum number of concurrent iterations when parallel=true","$ref":"#/components/schemas/InputTransform"},"squash":{"type":"boolean"}},"required":["modules","skip_failures","type"]},"BranchOne":{"type":"object","description":"Conditional branching where only the first matching branch executes. Branches are evaluated in order, and the first one with a true expression runs. If no branches match, the default branch executes","properties":{"branches":{"type":"array","description":"Array of branches to evaluate in order. The first branch with expr evaluating to true executes","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch condition"},"expr":{"type":"string","description":"JavaScript expression that returns boolean. Can use 'results.step_id' or 'flow_input'. First true expr wins"},"modules":{"type":"array","description":"Steps to execute if this branch's expr is true","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules","expr"]}},"default":{"type":"array","description":"Steps to execute if no branch expressions match","items":{"$ref":"#/components/schemas/FlowModule"}},"type":{"type":"string","enum":["branchone"]}},"required":["branches","default","type"]},"BranchAll":{"type":"object","description":"Parallel branching where all branches execute simultaneously. Unlike BranchOne, all branches run regardless of conditions. Useful for executing independent tasks concurrently","properties":{"branches":{"type":"array","description":"Array of branches that all execute (either in parallel or sequentially)","items":{"type":"object","properties":{"summary":{"type":"string","description":"Short description of this branch's purpose"},"skip_failure":{"type":"boolean","description":"If true, failure in this branch doesn't fail the entire flow"},"modules":{"type":"array","description":"Steps to execute in this branch","items":{"$ref":"#/components/schemas/FlowModule"}}},"required":["modules"]}},"type":{"type":"string","enum":["branchall"]},"parallel":{"type":"boolean","description":"If true, all branches execute concurrently. If false, they execute sequentially"}},"required":["branches","type"]},"AgentTool":{"type":"object","description":"A tool available to an AI agent. Can be a flow module or an external MCP (Model Context Protocol) tool","properties":{"id":{"type":"string","description":"Unique identifier for this tool. Cannot contain spaces - use underscores instead (e.g., 'get_user_data' not 'get user data')"},"summary":{"type":"string","description":"Short description of what this tool does (shown to the AI)"},"description":{"type":"string","description":"Free-text description of the tool given to the AI to decide when and how to call it. Overrides the description auto-derived from the underlying script."},"value":{"$ref":"#/components/schemas/ToolValue"}},"required":["id","value"]},"ToolValue":{"description":"The implementation of a tool. Can be a flow module (script/flow) or an MCP tool reference","oneOf":[{"$ref":"#/components/schemas/FlowModuleTool"},{"$ref":"#/components/schemas/McpToolValue"},{"$ref":"#/components/schemas/WebsearchToolValue"}],"discriminator":{"propertyName":"tool_type","mapping":{"flowmodule":"#/components/schemas/FlowModuleTool","mcp":"#/components/schemas/McpToolValue","websearch":"#/components/schemas/WebsearchToolValue"}}},"FlowModuleTool":{"description":"A tool implemented as a flow module (script, flow, etc.). The AI can call this like any other flow module","allOf":[{"type":"object","properties":{"tool_type":{"type":"string","enum":["flowmodule"]}},"required":["tool_type"]},{"$ref":"#/components/schemas/FlowModuleValue"}]},"WebsearchToolValue":{"type":"object","description":"A tool implemented as a websearch tool. The AI can call this like any other websearch tool","properties":{"tool_type":{"type":"string","enum":["websearch"]}},"required":["tool_type"]},"McpToolValue":{"type":"object","description":"Reference to an external MCP (Model Context Protocol) tool. The AI can call tools from MCP servers","properties":{"tool_type":{"type":"string","enum":["mcp"]},"resource_path":{"type":"string","description":"Path to the MCP resource/server configuration"},"include_tools":{"type":"array","description":"Whitelist of specific tools to include from this MCP server","items":{"type":"string"}},"exclude_tools":{"type":"array","description":"Blacklist of tools to exclude from this MCP server","items":{"type":"string"}}},"required":["tool_type","resource_path"]},"AiAgent":{"type":"object","description":"AI agent step that can use tools to accomplish tasks. The agent receives inputs and can call any of its configured tools to complete the task","properties":{"input_transforms":{"type":"object","description":"Input parameters for the AI agent mapped to their values","properties":{"provider":{"$ref":"#/components/schemas/ProviderTransform"},"output_type":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Output format type.\nValid values: 'text' (default) - plain text response, 'image' - image generation\n"},"user_message":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"The user's prompt/message to the AI agent. Supports variable interpolation with flow.input syntax."},"system_prompt":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"System instructions that guide the AI's behavior, persona, and response style. Optional."},"streaming":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Boolean. If true, stream the AI response incrementally.\nStreaming events include: token_delta, reasoning_token_delta, tool_call, tool_call_arguments, tool_execution, tool_result\n"},"memory":{"$ref":"#/components/schemas/MemoryTransform"},"output_schema":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"JSON Schema object defining structured output format. Used when you need the AI to return data in a specific shape.\nSupports standard JSON Schema properties: type, properties, required, items, enum, pattern, minLength, maxLength, minimum, maximum, etc.\nExample: { type: 'object', properties: { name: { type: 'string' }, age: { type: 'integer' } }, required: ['name'] }\n"},"user_attachments":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Array of file references (images or PDFs) for the AI agent.\nFormat: Array<{ bucket: string, key: string }> - S3 object references\nExample: [{ bucket: 'my-bucket', key: 'documents/report.pdf' }]\n"},"max_completion_tokens":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Integer. Maximum number of tokens the AI will generate in its response.\nRange: 1 to 4,294,967,295. Typical values: 256-4096 for most use cases.\n"},"temperature":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Float. Controls randomness/creativity of responses.\nRange: 0.0 to 2.0 (provider-dependent)\n- 0.0 = deterministic, focused responses\n- 0.7 = balanced (common default)\n- 1.0+ = more creative/random\n"},"max_iterations":{"allOf":[{"$ref":"#/components/schemas/InputTransform"}],"description":"Number. Limits how many times the agent can loop through reasoning and tool use.\nRange: 1-1000.\n"}},"required":["provider","user_message","output_type"]},"tools":{"type":"array","description":"Array of tools the agent can use. The agent decides which tools to call based on the task","items":{"$ref":"#/components/schemas/AgentTool"}},"type":{"type":"string","enum":["aiagent"]},"tag":{"type":"string","description":"Worker group tag for execution routing. If not set, the AI agent step runs on the flow's tag (default `flow`)"},"omit_output_from_conversation":{"type":"boolean","default":false,"description":"If true, this AI agent step does not persist its assistant or tool messages to the flow conversation when chat mode is enabled."},"parallel":{"type":"boolean","description":"If true, the agent can execute multiple tool calls in parallel"}},"required":["tools","type","input_transforms"]},"Identity":{"type":"object","description":"Pass-through module that returns its input unchanged. Useful for flow structure or as a placeholder","properties":{"type":{"type":"string","enum":["identity"]},"flow":{"type":"boolean","description":"If true, marks this as a flow identity (special handling)"}},"required":["type"]},"FlowStatus":{"type":"object","properties":{"step":{"type":"integer"},"modules":{"type":"array","items":{"$ref":"#/components/schemas/FlowStatusModule"}},"user_states":{"additionalProperties":true},"preprocessor_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"}]},"failure_module":{"allOf":[{"$ref":"#/components/schemas/FlowStatusModule"},{"type":"object","properties":{"parent_module":{"type":"string"}}}]},"retry":{"type":"object","properties":{"fail_count":{"type":"integer"},"failed_jobs":{"type":"array","items":{"type":"string","format":"uuid"}}}}},"required":["step","modules","failure_module"]},"FlowStatusModule":{"type":"object","properties":{"type":{"type":"string","enum":["WaitingForPriorSteps","WaitingForEvents","WaitingForExecutor","InProgress","Success","Failure"]},"id":{"type":"string"},"job":{"type":"string","format":"uuid"},"count":{"type":"integer"},"progress":{"type":"integer"},"iterator":{"type":"object","properties":{"index":{"type":"integer"},"itered":{"type":"array","items":{}},"itered_len":{"type":"integer"},"args":{}}},"flow_jobs":{"type":"array","items":{"type":"string"}},"flow_jobs_success":{"type":"array","items":{"type":"boolean"}},"flow_jobs_duration":{"type":"object","properties":{"started_at":{"type":"array","items":{"type":"string"}},"duration_ms":{"type":"array","items":{"type":"integer"}}}},"branch_chosen":{"type":"object","properties":{"type":{"type":"string","enum":["branch","default"]},"branch":{"type":"integer"}},"required":["type"]},"branchall":{"type":"object","properties":{"branch":{"type":"integer"},"len":{"type":"integer"}},"required":["branch","len"]},"approvers":{"type":"array","items":{"type":"object","properties":{"resume_id":{"type":"integer"},"approver":{"type":"string"}},"required":["resume_id","approver"]}},"failed_retries":{"type":"array","items":{"type":"string","format":"uuid"}},"skipped":{"type":"boolean"},"agent_actions":{"type":"array","items":{"type":"object","oneOf":[{"type":"object","properties":{"job_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"type":{"type":"string","enum":["tool_call"]},"module_id":{"type":"string"}},"required":["job_id","function_name","type","module_id"]},{"type":"object","properties":{"call_id":{"type":"string","format":"uuid"},"function_name":{"type":"string"},"resource_path":{"type":"string"},"type":{"type":"string","enum":["mcp_tool_call"]},"arguments":{"type":"object"}},"required":["call_id","function_name","resource_path","type"]},{"type":"object","properties":{"type":{"type":"string","enum":["web_search"]}},"required":["type"]},{"type":"object","properties":{"type":{"type":"string","enum":["message"]}},"required":["content","type"]}]}},"agent_actions_success":{"type":"array","items":{"type":"boolean"}}},"required":["type"]}} \ No newline at end of file diff --git a/typescript-client/jsr.json b/typescript-client/jsr.json index 693aa210cc..6839da6bba 100644 --- a/typescript-client/jsr.json +++ b/typescript-client/jsr.json @@ -1,6 +1,6 @@ { "name": "@windmill/windmill", - "version": "1.757.0", + "version": "1.759.0", "exports": "./src/index.ts", "publish": { "exclude": ["!src", "./s3Types.ts", "./sqlUtils.ts", "./client.ts"] diff --git a/typescript-client/package.json b/typescript-client/package.json index 6129b03573..aa2e068397 100644 --- a/typescript-client/package.json +++ b/typescript-client/package.json @@ -1,7 +1,7 @@ { "name": "windmill-client", "description": "Windmill SDK client for browsers and Node.js", - "version": "1.757.0", + "version": "1.759.0", "author": "Ruben Fiszel", "license": "Apache 2.0", "homepage": "https://github.com/windmill-labs/windmill/tree/main/typescript-client#readme", diff --git a/version.txt b/version.txt index 6e261e2641..67fbbd4999 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -1.757.0 +1.759.0