From 2036e6b5bfc92516175f4fa5d0047476da887316 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 13:15:57 +0100 Subject: [PATCH 01/27] docs: add sqlbuild.com landing page --- website/README.md | 11 + website/assets/fonts/LICENSE-DejaVu.txt | 78 ++ .../assets/fonts/LICENSE-IBM-Plex-Mono.txt | 93 +++ website/assets/fonts/LICENSE-Inter.txt | 93 +++ .../fonts/dejavu-sans-mono-diagram.woff2 | Bin 0 -> 12380 bytes .../ibm-plex-mono-latin-400-normal.woff2 | Bin 0 -> 14708 bytes .../ibm-plex-mono-latin-500-normal.woff2 | Bin 0 -> 14888 bytes .../fonts/inter-latin-wght-normal.woff2 | Bin 0 -> 48256 bytes website/assets/icon.png | Bin 0 -> 24874 bytes website/assets/og-icon.png | Bin 0 -> 341989 bytes website/index.html | 439 +++++++++++ website/styles.css | 692 ++++++++++++++++++ 12 files changed, 1406 insertions(+) create mode 100644 website/README.md create mode 100644 website/assets/fonts/LICENSE-DejaVu.txt create mode 100644 website/assets/fonts/LICENSE-IBM-Plex-Mono.txt create mode 100644 website/assets/fonts/LICENSE-Inter.txt create mode 100644 website/assets/fonts/dejavu-sans-mono-diagram.woff2 create mode 100644 website/assets/fonts/ibm-plex-mono-latin-400-normal.woff2 create mode 100644 website/assets/fonts/ibm-plex-mono-latin-500-normal.woff2 create mode 100644 website/assets/fonts/inter-latin-wght-normal.woff2 create mode 100644 website/assets/icon.png create mode 100644 website/assets/og-icon.png create mode 100644 website/index.html create mode 100644 website/styles.css diff --git a/website/README.md b/website/README.md new file mode 100644 index 0000000000..dcbff1c10e --- /dev/null +++ b/website/README.md @@ -0,0 +1,11 @@ +# sqlbuild.com + +A single static page with no build step or dependencies. The fonts are self-hosted under `assets/fonts/`, each with its licence. + +Preview it locally: + +```bash +python3 -m http.server 8000 --directory website +``` + +Terminal examples come from `sqb playground waffle-shop` output, trimmed to the relevant lines. Step 01's compile output is a placeholder until compile reports unknown columns and type mismatches. diff --git a/website/assets/fonts/LICENSE-DejaVu.txt b/website/assets/fonts/LICENSE-DejaVu.txt new file mode 100644 index 0000000000..b3d93a1235 --- /dev/null +++ b/website/assets/fonts/LICENSE-DejaVu.txt @@ -0,0 +1,78 @@ +Format: https://www.debian.org/doc/packaging-manuals/copyright-format/1.0/ +Upstream-Name: DejaVu fonts +Upstream-Author: Stepan Roh (original author), + see /usr/share/doc/fonts-dejavu-core/AUTHORS for full list +Source: https://dejavu-fonts.github.io/ + +Files: * +Copyright: Copyright (c) 2003 by Bitstream, Inc. All Rights Reserved. + Bitstream Vera is a trademark of Bitstream, Inc. + DejaVu changes are in public domain. +License: bitstream-vera + Permission is hereby granted, free of charge, to any person obtaining a copy + of the fonts accompanying this license ("Fonts") and associated + documentation files (the "Font Software"), to reproduce and distribute the + Font Software, including without limitation the rights to use, copy, merge, + publish, distribute, and/or sell copies of the Font Software, and to permit + persons to whom the Font Software is furnished to do so, subject to the + following conditions: + . + The above copyright and trademark notices and this permission notice shall + be included in all copies of one or more of the Font Software typefaces. + . + The Font Software may be modified, altered, or added to, and in particular + the designs of glyphs or characters in the Fonts may be modified and + additional glyphs or characters may be added to the Fonts, only if the fonts + are renamed to names not containing either the words "Bitstream" or the word + "Vera". + . + This License becomes null and void to the extent applicable to Fonts or Font + Software that has been modified and is distributed under the "Bitstream + Vera" names. + . + The Font Software may be sold as part of a larger software package but no + copy of one or more of the Font Software typefaces may be sold by itself. + . + THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS + OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF MERCHANTABILITY, + FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT OF COPYRIGHT, PATENT, + TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL BITSTREAM OR THE GNOME + FOUNDATION BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, INCLUDING + ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, + WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF + THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM OTHER DEALINGS IN THE + FONT SOFTWARE. + . + Except as contained in this notice, the names of Gnome, the Gnome + Foundation, and Bitstream Inc., shall not be used in advertising or + otherwise to promote the sale, use or other dealings in this Font Software + without prior written authorization from the Gnome Foundation or Bitstream + Inc., respectively. For further information, contact: fonts at gnome dot + org. + +Files: debian/* +Copyright: (C) 2005-2006 Peter Cernak + (C) 2006-2011 Davide Viti + (C) 2011-2013 Christian Perrier + (C) 2013 Fabian Greffrath +License: GPL-2+ + This program is free software; you can redistribute it + and/or modify it under the terms of the GNU General Public + License as published by the Free Software Foundation; either + version 2 of the License, or (at your option) any later + version. + . + This program is distributed in the hope that it will be + useful, but WITHOUT ANY WARRANTY; without even the implied + warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR + PURPOSE. See the GNU General Public License for more + details. + . + You should have received a copy of the GNU General Public + License along with this package; if not, write to the Free + Software Foundation, Inc., 51 Franklin St, Fifth Floor, + Boston, MA 02110-1301 USA + . + On Debian systems, the full text of the GNU General Public + License version 2 can be found in the file + /usr/share/common-licenses/GPL-2'. diff --git a/website/assets/fonts/LICENSE-IBM-Plex-Mono.txt b/website/assets/fonts/LICENSE-IBM-Plex-Mono.txt new file mode 100644 index 0000000000..83eac8278b --- /dev/null +++ b/website/assets/fonts/LICENSE-IBM-Plex-Mono.txt @@ -0,0 +1,93 @@ +Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-ThinItalic.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-ExtraLight.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-ExtraLightItalic.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-Light.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-LightItalic.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-Regular.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-Italic.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-Medium.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-MediumItalic.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-SemiBold.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-SemiBoldItalic.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-Bold.ttf: Copyright 2017 IBM Corp. All rights reserved. IBMPlexMono-BoldItalic.ttf: Copyright 2017 IBM Corp. All rights reserved. + +This Font Software is licensed under the SIL Open Font License, Version 1.1. +This license is copied below, and is also available with a FAQ at: +http://scripts.sil.org/OFL + + +----------------------------------------------------------- +SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007 +----------------------------------------------------------- + +PREAMBLE +The goals of the Open Font License (OFL) are to stimulate worldwide +development of collaborative font projects, to support the font creation +efforts of academic and linguistic communities, and to provide a free and +open framework in which fonts may be shared and improved in partnership +with others. + +The OFL allows the licensed fonts to be used, studied, modified and +redistributed freely as long as they are not sold by themselves. The +fonts, including any derivative works, can be bundled, embedded, +redistributed and/or sold with any software provided that any reserved +names are not used by derivative works. The fonts and derivatives, +however, cannot be released under any other type of license. The +requirement for fonts to remain under this license does not apply +to any document created using the fonts or their derivatives. + +DEFINITIONS +"Font Software" refers to the set of files released by the Copyright +Holder(s) under this license and clearly marked as such. This may +include source files, build scripts and documentation. + +"Reserved Font Name" refers to any names specified as such after the +copyright statement(s). + +"Original Version" refers to the collection of Font Software components as +distributed by the Copyright Holder(s). + +"Modified Version" refers to any derivative made by adding to, deleting, +or substituting -- in part or in whole -- any of the components of the +Original Version, by changing formats or by porting the Font Software to a +new environment. + +"Author" refers to any designer, engineer, programmer, technical +writer or other person who contributed to the Font Software. + +PERMISSION & CONDITIONS +Permission is hereby granted, free of charge, to any person obtaining +a copy of the Font Software, to use, study, copy, merge, embed, modify, +redistribute, and sell modified and unmodified copies of the Font +Software, subject to the following conditions: + +1) Neither the Font Software nor any of its individual components, +in Original or Modified Versions, may be sold by itself. + +2) Original or Modified Versions of the Font Software may be bundled, +redistributed and/or sold with any software, provided that each copy +contains the above copyright notice and this license. These can be +included either as stand-alone text files, human-readable headers or +in the appropriate machine-readable metadata fields within text or +binary files as long as those fields can be easily viewed by the user. + +3) No Modified Version of the Font Software may use the Reserved Font +Name(s) unless explicit written permission is granted by the corresponding +Copyright Holder. This restriction only applies to the primary font name as +presented to the users. + +4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font +Software shall not be used to promote, endorse or advertise any +Modified Version, except to acknowledge the contribution(s) of the +Copyright Holder(s) and the Author(s) or with their explicit written +permission. + +5) The Font Software, modified or unmodified, in part or in whole, +must be distributed entirely under this license, and must not be +distributed under any other license. The requirement for fonts to +remain under this license does not apply to any document created +using the Font Software. + +TERMINATION +This license becomes null and void if any of the above conditions are +not met. + +DISCLAIMER +THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT +OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE +COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, +INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL +DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM +OTHER DEALINGS IN THE FONT SOFTWARE. diff --git a/website/assets/fonts/LICENSE-Inter.txt b/website/assets/fonts/LICENSE-Inter.txt new file mode 100644 index 0000000000..40589daa9d --- /dev/null +++ b/website/assets/fonts/LICENSE-Inter.txt @@ -0,0 +1,93 @@ +Copyright 2016 The Inter Project Authors (https://github.com/rsms/inter) Inter-Italic[opsz,wght].ttf: Copyright 2016 The Inter Project Authors (https://github.com/rsms/inter) + +This Font Software is licensed under the SIL Open Font License, Version 1.1. +This license is copied below, and is also available with a FAQ at: +http://scripts.sil.org/OFL + + +----------------------------------------------------------- +SIL OPEN FONT LICENSE Version 1.1 - 26 February 2007 +----------------------------------------------------------- + +PREAMBLE +The goals of the Open Font License (OFL) are to stimulate worldwide +development of collaborative font projects, to support the font creation +efforts of academic and linguistic communities, and to provide a free and +open framework in which fonts may be shared and improved in partnership +with others. + +The OFL allows the licensed fonts to be used, studied, modified and +redistributed freely as long as they are not sold by themselves. The +fonts, including any derivative works, can be bundled, embedded, +redistributed and/or sold with any software provided that any reserved +names are not used by derivative works. The fonts and derivatives, +however, cannot be released under any other type of license. The +requirement for fonts to remain under this license does not apply +to any document created using the fonts or their derivatives. + +DEFINITIONS +"Font Software" refers to the set of files released by the Copyright +Holder(s) under this license and clearly marked as such. This may +include source files, build scripts and documentation. + +"Reserved Font Name" refers to any names specified as such after the +copyright statement(s). + +"Original Version" refers to the collection of Font Software components as +distributed by the Copyright Holder(s). + +"Modified Version" refers to any derivative made by adding to, deleting, +or substituting -- in part or in whole -- any of the components of the +Original Version, by changing formats or by porting the Font Software to a +new environment. + +"Author" refers to any designer, engineer, programmer, technical +writer or other person who contributed to the Font Software. + +PERMISSION & CONDITIONS +Permission is hereby granted, free of charge, to any person obtaining +a copy of the Font Software, to use, study, copy, merge, embed, modify, +redistribute, and sell modified and unmodified copies of the Font +Software, subject to the following conditions: + +1) Neither the Font Software nor any of its individual components, +in Original or Modified Versions, may be sold by itself. + +2) Original or Modified Versions of the Font Software may be bundled, +redistributed and/or sold with any software, provided that each copy +contains the above copyright notice and this license. These can be +included either as stand-alone text files, human-readable headers or +in the appropriate machine-readable metadata fields within text or +binary files as long as those fields can be easily viewed by the user. + +3) No Modified Version of the Font Software may use the Reserved Font +Name(s) unless explicit written permission is granted by the corresponding +Copyright Holder. This restriction only applies to the primary font name as +presented to the users. + +4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font +Software shall not be used to promote, endorse or advertise any +Modified Version, except to acknowledge the contribution(s) of the +Copyright Holder(s) and the Author(s) or with their explicit written +permission. + +5) The Font Software, modified or unmodified, in part or in whole, +must be distributed entirely under this license, and must not be +distributed under any other license. The requirement for fonts to +remain under this license does not apply to any document created +using the Font Software. + +TERMINATION +This license becomes null and void if any of the above conditions are +not met. + +DISCLAIMER +THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT +OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE +COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, +INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL +DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM +OTHER DEALINGS IN THE FONT SOFTWARE. diff --git a/website/assets/fonts/dejavu-sans-mono-diagram.woff2 b/website/assets/fonts/dejavu-sans-mono-diagram.woff2 new file mode 100644 index 0000000000000000000000000000000000000000..de6e29f14f0c5d6b2a0e948aaabac07a73ad5270 GIT binary patch literal 12380 zcmV-iFr&|RPew8T0RR9105Dtt5dZ)H0A!>905AOj0$#WP00000000000000000000 z0000Q78@WOLIzd;FG( z+Wqt9193Qr^0Vjd)-HDQyQQq4AmRZp`O^2~==o}jMA zZPgGwLZOi6oPJGc^73jQg>+;lH+`hZ}Nn{P4p~_&&3`SxQ9_yk!IE6?ls1ql%e-@Bn zB;c`3i3`>e7NkNIsZ=~*olgJv(r`FA>(nM%Z2)g9;6>I6)c=k@@P*Dgrsac2^MC35 z_l{<|M$$+KRDcm+gu(b3*&V+E@$c0sZL`Qas|qPqDXluaE`754%eQ<#tI~Xah#3c< zfm*`(KzINDOb17fD~YAHWp$Vw2PPj@tnj`JV5`_Fr5U3%vUktb?|#z< 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l#ld=eEtbEdap|{m`~UClpVmZT^a%g}002ovPDHLkV1n??jfMaK literal 0 HcmV?d00001 diff --git a/website/index.html b/website/index.html new file mode 100644 index 0000000000..16c3ccefbe --- /dev/null +++ b/website/index.html @@ -0,0 +1,439 @@ + + + + + + SQLBuild · The refactorable warehouse + + + + + + + + + + + + +

+
+ + + SQLBuild + + +
+
+ +
+
+

Free and open source · Apache-2.0

+

The refactorable warehouse

+

Verify early, test properly, and refactor safely.

+

+ Change your warehouse as often as your code. SQLBuild brings compile-time checks, tests and diffs to + your SQL, so change is safe. +

+
+
+ $ pip install sqlbuild + +
+ Read the docs + View on GitHub +
+
+ +
+
+
+

Why warehouses resist change

+
+
+
+

Valid isn't the same as correct

+

SQL can run cleanly and still return the wrong number.

+
+
+

Lessons get forgotten

+

Hard-won rules live in review comments, until someone misses one.

+
+
+

Code review can't see the data

+

A pull request shows what the SQL changed, not what the numbers did.

+
+
+

Names are tied to data

+

Rename an incremental model and you rebuild its history from scratch.

+
+
+
+
+ +
+
+
+

One refactor, start to finish

+

+ Rewrite a few models, rename an incremental rollup and move a model between folders. Each step + catches something the one before it can't. +

+
+ +
+

Before anything runs

+
+
+ 01 · Verify early +

Catch errors before anything runs

+

+ + Every column is bound and every type checked, offline. A missing column fails in seconds, pointing at the line. +

+
+ +
sqb compile
+error[B101]: column 'qty' does not exist in stg_orders
+  --> models/marts/fact_orders.sql:16:3
+     |
+  16 |   o.qty,
+     |   ^^^^^
+  = help: stg_orders has order_id, customer_id, waffle_type_id, quantity, ordered_at, status
+
+error[B201]: cannot compare TIMESTAMP with INTEGER
+  --> models/staging/stg_orders.sql:27:7
+     |
+  27 | WHERE ordered_at > 5
+     |       ^^^^^^^^^^^^^^
+  = help: ordered_at is TIMESTAMP; compare it with a TIMESTAMP value
+
+✗ Project compiled  12 models, 1 seed, 2 functions, 2 errors, 0 warnings
+
+ +
+
+ 02 · Make lessons permanent +

Turn review comments into compile errors

+

+ + A few lines of Python turn a review comment into a compile error, for people and agents alike. Here a mart reads a raw source directly. +

+
+
# rules/layers.py
+@rule(
+    code="XSQBRARCH001",
+    message="Marts must read sources through staging",
+    remediation="Reference a staging model with __ref() instead.",
+)
+def marts_use_staging(*, model: Model, ctx: RuleContext) -> list[Finding]:
+    layer = ctx.project.tree.relative_parts(path=model.path, under="models")[0]
+    sql = ctx.sql.for_model(model).authored.source
+    if layer != "marts" or "__source(" not in sql:
+        return []
+    line = sql[: sql.index("__source(")].count("\n") + 1
+    return [ctx.finding(subject=model, line=line)]
+
+sqb compile
+error[XSQBRARCH001]: Marts must read sources through staging
+  --> models/marts/daily_revenue.sql:24:1
+     |
+  24 | INNER JOIN __source("raw__payments") p ON o.order_id = p.order_id AND p.status = 'success'
+     | ^
+  = help: Reference a staging model with __ref() instead.
+
+ +
+
+ 03 · Move models safely +

Reorganise without breaking anything

+

+ + Declarations live next to the models that use them, and the compiler enforces who can see them. sqb scope shows what a move would break. +

+
+
models/marts/
+├── _sqlbuild/
+│   ├── _enums/                # "_" = visible only to models directly in marts/
+│   │   └── payment_status.sql
+│   └── _macros/
+│       ├── currency.py        # cents_to_dollars
+│       └── datetime.py        # timestamp_trunc
+└── daily_revenue.sql          # uses payment_status and cents_to_dollars
+sqb scope model:daily_revenue --as-path models/intermediate/daily_revenue.sql
+Move preview
+  Resource: model:daily_revenue
+  Destination: models/intermediate/daily_revenue.sql
+  Lost (3)
+    ├─ ● enum:payment_status     models/marts/_sqlbuild/_enums/payment_status.sql:1:1
+    ├─ ● macro:cents_to_dollars  models/marts/_sqlbuild/_macros/currency.py:4:1
+    └─ ○ macro:timestamp_trunc   models/marts/_sqlbuild/_macros/datetime.py:4:1
+  Invalidated usages (2)
+    - enum:payment_status
+    - macro:cents_to_dollars
+
+ +

Before production changes

+
+
+ 04 · Test properly +

Test the logic, not just the columns

+

+ + Tests mock the sources and check the result across every model in between. A dropped filter fails, so the table is left alone. +

+
+
-- tests/unit/test_daily_revenue_chain.sql (trimmed)
+TEST();
+
+WITH
+__source__raw__payments AS (
+  SELECT 10 AS id, 1 AS order_id, 2850 AS amount_cents, 'success' AS status
+  UNION ALL
+  SELECT 11 AS id, 2 AS order_id, 850 AS amount_cents, 'failed' AS status
+),
+__expected__daily_revenue AS (
+  SELECT
+    CAST('2026-04-01' AS DATE) AS revenue_date,
+    1 AS order_count,
+    2850 AS total_revenue_cents
+),
+__assert__daily_revenue_is_non_negative AS (
+  SELECT * FROM __ref("daily_revenue") WHERE total_revenue_cents < 0
+)
+SELECT 1
+
+sqb build --select daily_revenue
+test  test_daily_revenue_chain           FAIL
+├── expect  expected daily_revenue    FAIL  unexpected=1; missing=1
+│     differing column total_revenue_cents: actual=3700, expected=2850
+└── error   [T003] test 'test_daily_revenue_chain' failed
+✗ Completed with errors  PASS=0  FAIL=1  SKIP=1
+
+ +
+
+ 05 · Plan every change +

Know what will rebuild, and why

+

+ + sqb plan shows why each model will run and how much it will rebuild. A new column rebuilds 14 days, not the full history, because that's the replay window this model sets. +

+
+
sqb plan --select daily_order_rollup+
+Query changed (1)
+└── daily_order_rollup                 rebuild last 14d, add column
+    ├── policy  replay_on_change=bounded-14d
+    ├── schema diff:
+      + avg_order_cents   (added)
+    └── query diff:
+      @@ -2,6 +2,7 @@
+         SUM(waffles_ordered) AS waffles_ordered,
+      -  SUM(revenue_cents) AS revenue_cents
+      +  SUM(revenue_cents) AS revenue_cents,
+      +  SUM(revenue_cents) / NULLIF(SUM(orders_placed), 0) AS avg_order_cents
+       FROM __ref("hourly_order_activity")
+
+Upstream changed (1)
+└── hourly_activity_with_daily_context rebuild last 14d
+    └── cause  daily_order_rollup (query changed)
+
+ +
+
+ 06 · Compare real data +

See what the tests missed

+

+ + Tests only cover the cases someone wrote down. Here a tidy-up passed its build, but a customer disappeared and two lost an order. +

+
+
sqb diff prod:dev --select dim_customers --full
+Rows
+prod count             dev count
+    5       (-20.00%)      4
+
+┏━┯━┯━┯━┯━┓              ╭──┬──────────┬─────────╮
+┃-│-│-│-│-┃              │ 1│ prod only│ (20.00%)│
+┠─┼─┼─┼─┼─┨╌╌╌┏━┯━┯━┯━┯━┓├──┼──────────┼─────────┤╌╮
+┃ │ │ │ │ ┃ = ┃ │ │ │ │ ┃│ 2│ equal    │ (50.00%)│ │
+┠─┼─┼─┼─┼─┨╌╌╌┠─┼─┼─┼─┼─┨├──┼──────────┼─────────┤╌├╴  4  joined
+┃ │ │ │ │ ┃ ≠ ┃ │ │ │ │ ┃│ 2│ unequal  │ (50.00%)│ │
+┗━┷━┷━┷━┷━┛╌╌╌┗━┷━┷━┷━┷━┛├──┼──────────┼─────────┤╌╯
+                         │ 0│ dev only │  (0.00%)│
+                         ╰──┴──────────┴─────────╯
+Changed Columns
+┌─────────────────┬──────────────┬──────────────┐
+│ lifetime_orders │ mismatches=2 │ match=60.00% │
+└─────────────────┴──────────────┴──────────────┘
+lifetime_orders
+  - customer_id=2 | 2 -> 1
+  - customer_id=3 | 2 -> 1
+
+prod only
+  - customer_id=5
+
+ +

When production changes

+
+
+ 07 · Refactor safely +

Rename models without rebuilding history

+

+ + A renamed incremental model keeps its table instead of starting again. If the logic changed too, declare migrate_from. +

+
+
sqb plan
+Migrations (1)
+└── daily_order_rollup  migrate  dev.daily_activity_rollup -> dev.daily_order_rollup
+    ├── compatibility  compatible
+    ├── transfer  physical copy, promote by transactional rename
+    └── discovery  automatic
+
+
+

+ Real output from SQLBuild's example project, trimmed to the relevant lines. During a migration the old + table is never modified, and every move is recorded. + How migrations work +

+
+
+ +
+
+
+

Built for safe change

+

The rest of what it takes to change a warehouse with confidence.

+
+
+
+

Audits that block bad data

+

+ Full builds go to a staging table and only replace production if their audits pass. Incremental + batches are checked before they are written. +

+
+
+

Data contracts

+

+ Declare a model's columns and types. SQLBuild checks them at compile time, and again on the built + table before it replaces production. +

+
+
+

Column lineage

+

See where every column comes from and which models use it, worked out at compile time.

+
+
+

End-to-end scenarios

+

Run the real model graph against test data, then replay it locally on DuckDB in CI.

+
+
+

Incremental processing

+

Picks up from the last data actually written, with microbatches for large ranges.

+
+
+

Python in the same graph

+

Loaders, tasks, assets and checks run alongside your SQL models in one build.

+
+
+
+
+ +
+
+
+

Start simple

+

+ SQLBuild runs as a normal build tool. Its state lives in append-only tables in your warehouse, + next to your data. +

+
    +
  • No external state service, manifest files or account.
    • +
  • Try it locally on DuckDB, with no warehouse credentials.
    • +
  • Free and open source, with no paid tier.
    • +
  • Virtual environments for isolated previews and rollback, when you need them (alpha).
    • +
+
+ DuckDB + MotherDuck + Snowflake + BigQuery + Databricks + PostgreSQL + SQL Server +
+
+
pip install sqlbuild
+sqb playground waffle-shop
+cd waffle-shop
+sqb build
+✓ Completed successfully  PASS=95  FAIL=0
+sqb test
+
+
+ +
+
+

Change your warehouse like you change code

+

The docs cover models, testing, diffs, migrations and every command.

+
+ Read the docs + Quickstart +
+
+
+
+ + + + + + diff --git a/website/styles.css b/website/styles.css new file mode 100644 index 0000000000..0d5b29f785 --- /dev/null +++ b/website/styles.css @@ -0,0 +1,692 @@ +@font-face { + font-family: 'Inter'; + font-style: normal; + font-weight: 100 900; + font-display: swap; + src: url('assets/fonts/inter-latin-wght-normal.woff2') format('woff2'); +} + +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url('assets/fonts/ibm-plex-mono-latin-400-normal.woff2') format('woff2'); +} + +@font-face { + font-family: 'IBM Plex Mono'; + font-style: normal; + font-weight: 500; + font-display: swap; + src: url('assets/fonts/ibm-plex-mono-latin-500-normal.woff2') format('woff2'); +} + +/* IBM Plex Mono has no box-drawing glyphs. DejaVu Sans Mono fills them in, and draws whole + diagrams so every cell has the same advance width. */ +@font-face { + font-family: 'SQLBuild Box Drawing'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url('assets/fonts/dejavu-sans-mono-diagram.woff2') format('woff2'); + unicode-range: U+2500-259F, U+2260; +} + +@font-face { + font-family: 'SQLBuild Diagram'; + font-style: normal; + font-weight: 400; + font-display: swap; + src: url('assets/fonts/dejavu-sans-mono-diagram.woff2') format('woff2'); +} + +/* Tokens mirror the SQLBuild UI theme so the site and the app read as one product. */ +:root { + color-scheme: light; + --radius: 2px; + --background: #ffffff; + --foreground: #171a1f; + --muted-foreground: #626a76; + --faint: #98a0ad; + --primary: #2677d9; + --primary-hover: #1f68c2; + --primary-foreground: #ffffff; + --panel: #ffffff; + --panel-border: rgba(28, 32, 38, 0.2); + --inner-line: rgba(28, 32, 38, 0.08); + --code-bg: #fbfcfe; + --code-fg: #2b3038; + --success: #16825c; + --warning: #aa6c16; + --error: #c74757; + --stale: #7756b9; + --accent-soft: rgba(38, 119, 217, 0.08); + --font-sans: 'Inter', system-ui, sans-serif; + --font-mono: 'IBM Plex Mono', 'SQLBuild Box Drawing', ui-monospace, monospace; +} + +:root[data-theme='dark'] { + color-scheme: dark; + --background: #0d0f12; + --foreground: #e9ebef; + --muted-foreground: #9ba1ac; + --faint: #626975; + --primary: #3788e8; + --primary-hover: #4f98ee; + --panel: #171a1f; + --panel-border: transparent; + --inner-line: rgba(176, 184, 198, 0.1); + --code-bg: #111418; + --code-fg: #c9cdd4; + --success: #54cf8e; + --warning: #f0c267; + --error: #f47089; + --stale: #a78bfa; + --accent-soft: rgba(55, 136, 232, 0.12); +} + +*, +*::before, +*::after { + box-sizing: border-box; +} + +html { + -webkit-text-size-adjust: 100%; + scroll-behavior: smooth; +} + +body { + margin: 0; + background: var(--background); + color: var(--foreground); + font-family: var(--font-sans); + font-size: 16px; + line-height: 1.6; + -webkit-font-smoothing: antialiased; +} + +a { + color: var(--primary); + text-decoration: none; +} + +a:hover { + text-decoration: underline; +} + +code, +pre { + font-family: var(--font-mono); +} + +.wrap { + width: min(1140px, 100% - 48px); + margin: 0 auto; +} + +/* Header */ +.site-header { + position: sticky; + top: 0; + z-index: 10; + background: var(--background); + border-bottom: 1px solid var(--inner-line); +} + +.site-header .wrap { + display: flex; + align-items: center; + justify-content: space-between; + height: 60px; +} + +.brand { + display: inline-flex; + align-items: center; + gap: 10px; + color: var(--foreground); + font-weight: 650; + font-size: 18px; + letter-spacing: -0.01em; +} + +.brand:hover { + text-decoration: none; +} + +.brand img { + width: 26px; + height: 26px; +} + +.brand .sql { + color: var(--primary); +} + +.nav { + display: flex; + align-items: center; + gap: 22px; + font-size: 14px; +} + +.nav a { + color: var(--muted-foreground); +} + +.nav a:hover { + color: var(--foreground); + text-decoration: none; +} + +.theme-toggle { + display: inline-grid; + place-items: center; + width: 32px; + height: 32px; + padding: 0; + border: 1px solid var(--inner-line); + border-radius: var(--radius); + background: transparent; + color: var(--muted-foreground); + cursor: pointer; +} + +.theme-toggle:hover { + color: var(--foreground); +} + +.theme-toggle svg { + width: 16px; + height: 16px; +} + +.icon-sun { + display: none; +} + +:root[data-theme='dark'] .icon-sun { + display: block; +} + +:root[data-theme='dark'] .icon-moon { + display: none; +} + +/* Hero */ +.hero { + padding: 96px 0 72px; +} + +.eyebrow { + margin: 0 0 20px; + color: var(--muted-foreground); + font-size: 14px; +} + +.hero h1 { + margin: 0; + max-width: 14ch; + font-size: clamp(44px, 7vw, 76px); + font-weight: 700; + line-height: 1.02; + letter-spacing: -0.035em; +} + +.tagline { + margin: 24px 0 0; + font-size: clamp(20px, 2.4vw, 26px); + font-weight: 550; + letter-spacing: -0.015em; +} + +.lede { + max-width: 62ch; + margin: 20px 0 0; + color: var(--muted-foreground); + font-size: 18px; +} + +.actions { + display: flex; + flex-wrap: wrap; + align-items: center; + gap: 12px; + margin-top: 36px; +} + +.button { + display: inline-flex; + align-items: center; + height: 44px; + padding: 0 18px; + border: 1px solid var(--panel-border); + border-radius: var(--radius); + background: var(--panel); + color: var(--foreground); + font-size: 15px; + font-weight: 550; +} + +.button:hover { + text-decoration: none; + border-color: var(--faint); +} + +.button.primary { + border-color: var(--primary); + background: var(--primary); + color: var(--primary-foreground); +} + +.button.primary:hover { + border-color: var(--primary-hover); + background: var(--primary-hover); +} + +.install { + display: inline-flex; + align-items: center; + gap: 12px; + height: 44px; + padding: 0 8px 0 16px; + border: 1px solid var(--panel-border); + border-radius: var(--radius); + background: var(--code-bg); + font-family: var(--font-mono); + font-size: 14px; +} + +.install .prompt { + color: var(--faint); +} + +.copy { + height: 28px; + padding: 0 10px; + border: 1px solid var(--inner-line); + border-radius: var(--radius); + background: transparent; + color: var(--muted-foreground); + font-family: var(--font-sans); + font-size: 12px; + cursor: pointer; +} + +.copy:hover { + color: var(--foreground); +} + +/* Sections */ +section { + padding: 72px 0; + border-top: 1px solid var(--inner-line); +} + +.section-head { + max-width: 68ch; + margin-bottom: 40px; +} + +h2 { + margin: 0; + font-size: clamp(28px, 3.4vw, 38px); + font-weight: 680; + line-height: 1.15; + letter-spacing: -0.025em; +} + +.section-head p { + margin: 14px 0 0; + color: var(--muted-foreground); + font-size: 17px; +} + +h3 { + margin: 0; + font-size: 18px; + font-weight: 650; + letter-spacing: -0.01em; +} + +/* Problem */ +.problem { + display: grid; + grid-template-columns: repeat(2, 1fr); + gap: 16px; +} + +.card { + padding: 24px; + border: 1px solid var(--panel-border); + border-radius: var(--radius); + background: var(--panel); +} + +.card p { + margin: 10px 0 0; + color: var(--muted-foreground); + font-size: 15px; +} + +/* Walkthrough */ +.steps { + display: grid; + gap: 16px; + counter-reset: step; +} + +.step { + display: grid; + grid-template-columns: minmax(0, 4fr) minmax(0, 8fr); + border: 1px solid var(--panel-border); + border-radius: var(--radius); + background: var(--panel); + overflow: hidden; +} + +.step-text { + padding: 28px; +} + +.step-text .num { + display: block; + margin-bottom: 12px; + color: var(--primary); + font-family: var(--font-mono); + font-size: 13px; + font-weight: 500; +} + +.step-text p { + margin: 10px 0 0; + color: var(--muted-foreground); + font-size: 15px; +} + +.terminal { + margin: 0; + padding: 22px 24px; + border-left: 1px solid var(--inner-line); + background: var(--code-bg); + color: var(--code-fg); + font-size: 12px; + line-height: 1.65; + overflow-x: auto; + white-space: pre; +} + +.terminal .cmd { + color: var(--foreground); + font-weight: 500; +} + +.terminal .cmd::before { + content: '$ '; + color: var(--faint); + font-weight: 400; +} + +.terminal .boxes { + display: block; + font-family: 'SQLBuild Diagram', var(--font-mono); + line-height: 1.15; +} + +.terminal .tree { + display: block; + font-family: 'SQLBuild Diagram', var(--font-mono); +} + +.terminal .dim { + color: var(--faint); +} + +.terminal .ok { + color: var(--success); +} + +.terminal .bad { + color: var(--error); +} + +.terminal .warn { + color: var(--warning); +} + +.terminal .note { + color: var(--stale); +} + +.step-text code, +.grid code, +.caption code { + padding: 1px 4px; + border-radius: var(--radius); + background: var(--accent-soft); + color: var(--foreground); + font-size: 0.86em; + word-spacing: -0.2em; +} + +.caption { + margin: 16px 0 0; + color: var(--faint); + font-size: 13px; +} + +/* Feature grid */ +.grid { + display: grid; + grid-template-columns: repeat(3, 1fr); + border: 1px solid var(--panel-border); + border-radius: var(--radius); + background: var(--panel); +} + +.grid .item { + padding: 24px; + border-right: 1px solid var(--inner-line); + border-bottom: 1px solid var(--inner-line); +} + +.grid .item:nth-child(3n) { + border-right: none; +} + +.grid .item:nth-last-child(-n + 3) { + border-bottom: none; +} + +.grid .item p { + margin: 8px 0 0; + color: var(--muted-foreground); + font-size: 15px; +} + +/* Start */ +.start { + display: grid; + grid-template-columns: minmax(0, 1fr) minmax(0, 1fr); + gap: 40px; + align-items: start; +} + +.start ul { + margin: 20px 0 0; + padding: 0; + list-style: none; +} + +.start li { + position: relative; + padding: 10px 0 10px 22px; + border-top: 1px solid var(--inner-line); + color: var(--muted-foreground); + font-size: 15px; +} + +.start li::before { + content: ''; + position: absolute; + top: 20px; + left: 2px; + width: 7px; + height: 7px; + border-radius: 50%; + background: var(--success); +} + +.start .terminal { + border: 1px solid var(--panel-border); + border-radius: var(--radius); +} + +.adapters { + display: flex; + flex-wrap: wrap; + gap: 8px; + margin-top: 28px; +} + +.adapters span { + padding: 4px 10px; + border: 1px solid var(--panel-border); + border-radius: var(--radius); + background: var(--panel); + font-size: 13px; +} + +/* Closing call to action */ +.closing { + padding: 88px 0 96px; + text-align: center; +} + +.closing h2 { + max-width: 22ch; + margin: 0 auto; +} + +.closing p { + max-width: 56ch; + margin: 16px auto 0; + color: var(--muted-foreground); + font-size: 17px; +} + +.closing .actions { + justify-content: center; +} + +footer { + padding: 28px 0; + border-top: 1px solid var(--inner-line); + color: var(--faint); + font-size: 13px; +} + +footer .wrap { + display: flex; + flex-wrap: wrap; + justify-content: space-between; + gap: 12px; +} + +footer a { + color: var(--muted-foreground); +} + +@media (max-width: 880px) { + .problem, + .grid, + .start, + .step { + grid-template-columns: 1fr; + } + + .terminal { + border-left: none; + border-top: 1px solid var(--inner-line); + } + + .grid .item, + .grid .item:nth-child(3n), + .grid .item:nth-last-child(-n + 3) { + border-right: none; + border-bottom: 1px solid var(--inner-line); + } + + .grid .item:last-child { + border-bottom: none; + } + + .hero { + padding: 64px 0 48px; + } + + .nav .hide-sm { + display: none; + } +} + +/* Syntax colours mirror the SQLBuild UI's SQL tokens. */ +:root { + --syn-keyword: #1a56c4; + --syn-string: #0a7a3f; + --syn-number: #9a6700; + --syn-comment: #8a909c; + --syn-function: #7c3aed; + --syn-type: #0f766e; +} + +:root[data-theme='dark'] { + --syn-keyword: #5aa9e6; + --syn-string: #79c98a; + --syn-number: #e3b341; + --syn-comment: #5c606b; + --syn-function: #c79bf0; + --syn-type: #4dd6c4; +} + +.terminal .kw { + color: var(--syn-keyword); +} + +.terminal .str { + color: var(--syn-string); +} + +.terminal .num { + color: var(--syn-number); +} + +.terminal .cm { + color: var(--syn-comment); +} + +.terminal .fn { + color: var(--syn-function); +} + +.terminal .ty { + color: var(--syn-type); +} + +.terminal .arg { + color: var(--muted-foreground); +} + +.step-group { + margin: 24px 0 0; + color: var(--muted-foreground); + font-size: 13px; + font-weight: 600; + letter-spacing: 0.01em; +} + +.step-group:first-child { + margin-top: 0; +} From 8104d42915880a2abc5a7a2f992421ac5559a41f Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 13:18:36 +0100 Subject: [PATCH 02/27] docs: remove internal ticket references --- CHANGELOG.md | 4 ++-- .../sqlbuild/runtime/execution_history/conformance/README.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ab2ccb6a54..2f20b8d543 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1723,11 +1723,11 @@ ### Features -* **cli:** adopt balanced color hierarchy for human output (CHI-45) ([eac4ddc](https://github.com/chio-labs/sqlbuild/commit/eac4ddc9842a670038a1f57c9821fb6ab92d8fe4)) +* **cli:** adopt balanced color hierarchy for human output ([eac4ddc](https://github.com/chio-labs/sqlbuild/commit/eac4ddc9842a670038a1f57c9821fb6ab92d8fe4)) * **cli:** clarify virtual state and expand previews ([3b94316](https://github.com/chio-labs/sqlbuild/commit/3b943167e06784f8cc174b92ef71ef489b2f67ee)) * **cli:** dim kind columns, accent change actions, fix spinner wrap and error-label padding ([b17b1ef](https://github.com/chio-labs/sqlbuild/commit/b17b1efc31f98fa77c0596707a282373dff95025)) * **cli:** refine hierarchy and add output previews ([7607c4f](https://github.com/chio-labs/sqlbuild/commit/7607c4f08636a00d525fdc406a7b65e4939d8804)) -* **cli:** structural output hierarchy across SQLBuild CLI (CHI-45) ([7c46d43](https://github.com/chio-labs/sqlbuild/commit/7c46d43174f1e61238e919a4201e37e699b63d80)) +* **cli:** structural output hierarchy across SQLBuild CLI ([7c46d43](https://github.com/chio-labs/sqlbuild/commit/7c46d43174f1e61238e919a4201e37e699b63d80)) * **cli:** structure source freshness output ([c0e42f4](https://github.com/chio-labs/sqlbuild/commit/c0e42f4ef110995d985b9b32e559ae154b657ae7)) * **cli:** structured build surface - phase lines, status cells, dim timings ([e321e11](https://github.com/chio-labs/sqlbuild/commit/e321e11232e414fc9d954c61c23cafd59da5a1d2)) * **cli:** structured clone completion and connection phase lines ([e5a154d](https://github.com/chio-labs/sqlbuild/commit/e5a154d711125854449c8e309eaee285bbb7e7a5)) diff --git a/tests/unit/src/sqlbuild/runtime/execution_history/conformance/README.md b/tests/unit/src/sqlbuild/runtime/execution_history/conformance/README.md index 16f8dbf7c1..49a23891a3 100644 --- a/tests/unit/src/sqlbuild/runtime/execution_history/conformance/README.md +++ b/tests/unit/src/sqlbuild/runtime/execution_history/conformance/README.md @@ -1,7 +1,7 @@ # Execution history backend conformance Every test in this directory receives storage factories through the parametrized `backend_case` -fixture. `BACKEND_CASES` in `conftest.py` is the single backend registry. CHI-177 and CHI-178 can run +fixture. `BACKEND_CASES` in `conftest.py` is the single backend registry. Additional backends can run the exact same test functions by adding one `BackendCase` containing SQLite or PostgreSQL factories and their deterministic failure-injection factories; test bodies must not be copied or subclassed. From 19658ec070bd146a36aac2791249ff4f21995e2d Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 13:18:36 +0100 Subject: [PATCH 03/27] docs: remove the legacy docs folder --- README.md | 8 +- docs/compiler-cache.md | 156 ----------- docs/contract-adoption.md | 159 ----------- docs/dense-compile-performance.md | 85 ------ docs/execution-history.md | 152 ---------- docs/execution-limits.md | 68 ----- docs/execution-observability.md | 250 ----------------- docs/model-layer-rules.md | 39 --- docs/native-lint-rule-matrix.md | 157 ----------- docs/query-diffs.md | 164 ----------- docs/rules-migration-ledger.md | 70 ----- docs/sinks.md | 261 ------------------ docs/sql-test-coverage-rules.md | 83 ------ docs/warm-compile-performance.md | 48 ---- src/sqlbuild/runtime/compute_logs/README.md | 4 +- .../runtime/event_exporting/README.md | 4 +- .../runtime/execution_history/README.md | 3 - src/sqlbuild/runtime/observability/README.md | 4 +- 18 files changed, 7 insertions(+), 1708 deletions(-) delete mode 100644 docs/compiler-cache.md delete mode 100644 docs/contract-adoption.md delete mode 100644 docs/dense-compile-performance.md delete mode 100644 docs/execution-history.md delete mode 100644 docs/execution-limits.md delete mode 100644 docs/execution-observability.md delete mode 100644 docs/model-layer-rules.md delete mode 100644 docs/native-lint-rule-matrix.md delete mode 100644 docs/query-diffs.md delete mode 100644 docs/rules-migration-ledger.md delete mode 100644 docs/sinks.md delete mode 100644 docs/sql-test-coverage-rules.md delete mode 100644 docs/warm-compile-performance.md diff --git a/README.md b/README.md index 35bff33ae7..f03553c25a 100644 --- a/README.md +++ b/README.md @@ -24,7 +24,7 @@ All state is persisted as append-only tables in the warehouse alongside your dat - **Cursor-based incremental processing.** Automatic gap detection and resume, with microbatch mode for large ranges. No external checkpoint to maintain. - **Ingestion and Python nodes.** Load external data with Python `@loader` functions, and run `@task`, `@asset`, and `@check` nodes as first-class members of the same DAG as your SQL models. -See the [documentation](https://docs.sqlbuild.com) for the full feature set, including providers, lifecycle hooks, Python macros, UDFs, custom materializations, data diffs, zero-copy cloning, and virtual environments. This repository also includes focused guides to [target execution limits](docs/execution-limits.md) and [model and raw-query diffs](docs/query-diffs.md). To coordinate dbt and SQLBuild projects, see the [dbt compatibility guide](https://docs.sqlbuild.com/concepts/dbt-compatibility/overview). +See the [documentation](https://docs.sqlbuild.com) for the full feature set, including providers, lifecycle hooks, Python macros, UDFs, custom materializations, data diffs, zero-copy cloning, and virtual environments. To coordinate dbt and SQLBuild projects, see the [dbt compatibility guide](https://docs.sqlbuild.com/concepts/dbt-compatibility/overview). ## Quick start @@ -287,12 +287,6 @@ digest, not SQL text. Executed SQL artifacts are stored separately under the sen Full documentation is available at [docs.sqlbuild.com](https://docs.sqlbuild.com). -Runtime operator and extension contracts: - -- [Execution observability and local troubleshooting](docs/execution-observability.md) -- [SQLite and PostgreSQL execution history](docs/execution-history.md) -- [Typed lifecycle and command-output sinks](docs/sinks.md) - ## Contributing We welcome contributions. Please see [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines. diff --git a/docs/compiler-cache.md b/docs/compiler-cache.md deleted file mode 100644 index 7fc2ba4f2b..0000000000 --- a/docs/compiler-cache.md +++ /dev/null @@ -1,156 +0,0 @@ -# Compiler cache architecture - -The compiler cache exists to avoid proving unchanged facts again. It must never turn an uncertain -input into a cache hit, and a missing, stale, corrupt, oversized, or contended cache must behave like -an ordinary uncached compile. - -This document defines the target architecture. The current vertical slice implements versioned -model-analysis entries, dependency-aware compact analysis generations, shared SQL-test closure -indexes, bounded compact-generation retention, corruption fallback, and analysis hit/miss telemetry. -Project inventory, discovery/attachment reuse, and command snapshots remain later layers; their -sections below are design constraints rather than claims of current implementation. - -## Goals - -- Make unchanged fresh-process compiles proportional to project inventory and requested output, not - total SQL complexity. -- Make a small edit proportional to the changed resource and its semantic dependents. -- Reuse downstream analysis when an upstream implementation changes without changing its exported - column interface. -- Preserve diagnostics, bindings, types and nullability, lineage, tests, audits, hooks, macros, - ordering, artifacts, and exit codes exactly. -- Keep cache data project-local, bounded, inspectable, non-executable, and safe under concurrent - compiler processes. - -## Non-goals - -- The cache is not a second source of project truth. -- The cache does not make arbitrary Python execution deterministic. A stage with dynamic inputs that - are not represented in its identity must bypass persistent reuse. -- The cache does not store pickles, code objects, callables, imported modules, adapter instances, or - open connections. -- The cache does not replace warehouse execution state or change build selection semantics. - -## Layers - -### 1. Project inventory - -The inventory records every compiler-owned authored input as a normalized project-relative path, -resource role, content digest, size, and filesystem identity metadata. Configuration, ignore files, -adapter identity, compiler and SQL-analysis engine versions, selected target, CLI variables, and -compile modes are explicit identity inputs. - -Filesystem metadata may identify an unchanged candidate, but reusable semantic facts remain -content-addressed. Ambiguous or concurrently changing observations are misses. Added, removed, -renamed, and role-changing paths are first-class changes. - -### 2. Static discovery facts - -Parsing results for SQL, YAML, CSV metadata, and statically inspected Python declarations are keyed -by content digest, parser version, resource role, and parse options. These records contain only -validated JSON-compatible values. Runtime Python discovery still imports current project code and -is never reconstructed from executable cache data. - -### 3. Attached resource facts - -Attachment resolves configuration, declarations, macros, hooks, schemas, tests, and references. -Each record carries the exact identities it observed: - -- authored resource content; -- effective target, variables, and relevant configuration; -- visible enum and constant declarations; -- macro implementation and dependency closure; -- referenced schema or hook declarations; -- adapter rendering contract. - -If any observed identity is absent or unstable, that resource is attached normally. A global -configuration change is broad only when the affected value was observed broadly. - -### 4. Semantic analysis facts - -Model SQL analysis remains keyed by expanded SQL, analysis profile, referenced relation interfaces, -binding schema, and engine versions. The persistent representation should retain compact interned -facts so warm reads do not reconstruct duplicate lineage objects entry by entry. - -Each model publishes a deterministic interface signature containing the output columns, types, -nullability, wildcard status, and any other fact consumed by downstream analysis. A changed model -invalidates downstream semantic analysis only when this exported interface changes. Its own compiled -artifact still changes whenever its implementation changes. - -For supported, schema-bound queries, the native compiler derives immutable CTE output facts from -one parsed query tree. It retains every projection position, including unnamed expressions used by -CTE column lists and positional unions. Known input columns take precedence over same-named SELECT -aliases. Queries with incomplete facts, unsupported source shapes, or unresolved types retain the -existing analysis path. Changes to this inference algorithm invalidate prior analysis identities. - -Compiler-expanded SQL and its source-location spans are also reused within one invocation. SQL lint -may start after attachment while semantic analysis continues. Compiler-proven dynamic-output paths -are checked again with their completed proof. Native and custom rules can execute concurrently; -their combined findings pass through the same final exception and suppression policy. These -invocation-local objects and workers are not persisted in the compiler cache. - -### 5. Shared derived indexes - -Project-wide indexes are built once per compile and shared by all consumers. They include model -dependencies, test model closures, declaration visibility, selector indexes, and artifact identities. -No per-test, per-rule, or per-artifact path may rebuild an unchanged whole-project index. - -### 6. Command snapshots - -A command snapshot records validated, non-executable output facts after all lower layers complete. -It may provide a no-op fast path only when every input observed by that command is represented in -the snapshot identity. Commands involving untracked runtime values bypass this layer while still -using safe lower-layer facts. - -## Invalidation - -Invalidation follows recorded dependency edges rather than directory-wide guesses: - -1. Compare the current inventory with the last committed inventory. -2. Invalidate directly changed static facts. -3. Follow declaration, macro, configuration, schema, hook, and test dependency edges. -4. Reattach directly affected resources. -5. Reanalyze changed models and compare exported interface signatures. -6. Reanalyze downstream models only when a consumed interface changed. -7. Rebuild tests, audits, rules, and artifacts only when their recorded inputs changed. - -Removing an edge is itself an invalidating change. Cache readers must not infer validity from the -absence of a newly introduced dependency record. - -## Storage and publication - -- Records are schema-versioned and include algorithm and package fingerprints. -- Payloads have explicit size and collection-count limits before semantic acceptance. -- Digests cover keys and canonical serialized payloads. -- Writers publish in one transaction or by atomic replacement; readers observe one committed - generation. -- Concurrent lock or I/O failure is a cache miss, never a compile failure. -- Cache growth is bounded by generation and byte limits. Pruning removes old immutable records and - does not mutate current semantic state. -- `--no-cache`, target configuration, and the compile-cache environment override bypass every - persistent layer and do not publish new records. - -## Observability and guards - -The target machine-readable contract reports per-layer hits, misses, invalidations, bytes read and -written, and phase timings. The current vertical slice reports model-analysis batch hits, entry -hits, misses, bypasses, and phase timings. Counts describe semantic records, not low-level database -operations. - -Concurrent phase timings can overlap. Use the total compile time and fresh-process wall time for -end-to-end comparisons rather than summing individual phase durations. - -Fresh-process performance guards use representative semantic projects and cover: - -- cold compile with a clean target; -- unchanged warm compile; -- leaf-model implementation edit; -- upstream implementation edit with an unchanged interface; -- interface-changing upstream edit; -- test-only and macro edits; -- broad project-configuration edit; -- cache corruption and `--no-cache` fallback. - -Every path verifies exact resource counts, zero unexpected diagnostics, deterministic semantic -fingerprints, bounded peak RSS, and expected hit and invalidation counts. Wall-time ceilings are -calibrated only after the behavior and identity assertions are stable. diff --git a/docs/contract-adoption.md b/docs/contract-adoption.md deleted file mode 100644 index 002c2a2d1f..0000000000 --- a/docs/contract-adoption.md +++ /dev/null @@ -1,159 +0,0 @@ -# Contract adoption - -SQLBuild validates SQL and authored contracts offline during ordinary compilation. It does not -download warehouse schemas as part of `sqb compile`. - -When adopting an existing physical schema, use the explicit online `contract` command. The target -named by `--from` supplies only the database/schema namespace to inspect. SQLBuild uses the active -project connection for the inspection and never resolves a second set of origin credentials. - -```bash -# Compare code with selected physical relations. No files or relations are changed. -sqb contract diff --from prod --select tag:finance - -# Print the same adoption findings without changing source. -sqb contract generate --from prod --select tag:finance - -# Fill missing types and append missing physical columns in repository declarations. -sqb contract generate --from prod --select tag:finance --write - -# Explicitly replace conflicting physical names/types and remove declarations absent physically. -sqb contract generate --from prod --select tag:finance --write --overwrite - -# Sources are first-class selectable resources. -sqb contract diff --from prod --select source:raw_orders -``` - -`diff` returns exit code `0` when declarations agree and `1` when differences exist. Operational -and configuration failures remain command errors. JSON output is available with `--json` and -contains the evidence namespace, resource identity, finding kind, and declared/physical types. It -never includes connection credentials. - -## Safety and ownership - -- `--from` is read-only. Contract commands do not mutate warehouse relations, state, fingerprints, - or lifecycle records. -- Generation changes repository declarations only when `--write` is present. -- Additive generation preserves existing types on conflicts, existing columns absent physically, - comments, descriptions, audits, nullability, enums, tags, freshness, and loader configuration. -- `--overwrite` is the explicit repository replacement policy. It is not a warehouse write. -- Generation does not add `contract enforced`; activation remains an authored policy decision. -- A shared `SCHEMA()` is never changed from one model's evidence. SQLBuild reports an ownership - conflict instead. -- Files marked as generated are not hand-edited. -- Writes are atomic. SQLBuild reparses and recompiles the project, restoring exact prior contents - if validation fails. - -## SQL analysis and contracts - -`settings.sql_analysis` is the single public compiler analysis gate. It controls syntax analysis, -column binding, expression typing, output inference, and semantic validation. The corresponding -model override is `sql_analysis false`, and the CLI escape hatch is `--no-sql-analysis`. - -The legacy `settings.sql_validation`, model `sql_validation`, and `--no-sql-validation` spellings -remain compatibility aliases. Conflicting old and new configuration values are rejected. - -An enforced upstream contract is an authoritative compile-time interface. Missing or ambiguous -column references fail in projections, joins, filters, grouping, `HAVING`, `QUALIFY`, windows, and -ordering. Complete derived CTE/subquery/model shapes can also prove absence. Partial or opaque input -schemas remain open: SQLBuild does not turn missing metadata into a false negative assertion. - -Direct non-projection uses can be requested separately from value-producing column lineage: - -```bash -sqb lineage fact_orders --include-uses --format json -``` - -The `semantic_uses` payload groups direct resolved columns by contexts such as `join_on`, `where`, -`group_by`, `having`, `qualify`, `window_partition_by`, `window_order_by`, and `order_by`. These facts -are intentionally not emitted as `ColumnLineageEdge` values and are not propagated transitively. - -Compile-time binding does not replace runtime enforcement. Persisted tables and incrementals still -use staged contract/type validation before target mutation. Views receive static validation but do -not receive runtime cast reconstruction. `sqb plan` remains responsible for online physical drift -and execution decisions. - -## Proven, mismatched, and unknown output types - -Contract type validation distinguishes evidence from uncertainty: - -- An inferred type equivalent to the declared type passes. -- A proven incompatible type reports `K002`; it is an error when contract or type enforcement is - active. -- An output whose type cannot be proven reports `K003` when type enforcement is active. This remains - a warning because incomplete analysis is not proof that otherwise valid SQL violates its contract. - -`SQBRCONTRACT106` requires every column in an enforced contract to declare an adapter type. Use it -with `SQBRCONTRACT101` so every model has an enforced contract and no contract can remain a -name-only shape. Resolve unknown types at authoritative sources or explicit SQL output boundaries; -do not choose a type solely to silence the Rule. - -Projects that require every contract boundary to be statically explicit can select -`SQBRCONTRACT105`. Selected Rule findings are enforced. The Rule accepts a direct column only when -its exact declared type is proven, and requires an outer `CAST` around literals, calculations, -conditionals, functions, aggregates, windows, semi-structured expressions, and other derived -outputs. The cast target must use the declared contract type; an alias with different type syntax is -not treated as an explicit declaration of that contract. An exact outer cast establishes the Rule's -authored type boundary even when general expression inference remains incomplete. Every -set-operation branch must cast its outputs before common-type coercion. Wildcards are not an -explicit contract boundary unless they expose a compiler-proven dynamic family as described below. - -### Runtime-dynamic pivot families - -An enforced contract can remain closed when a native pivot discovers output names from data at -runtime. Declare fixed grouping columns normally and declare each generated family separately: - -```sql -MODEL ( - contract enforced, - columns (customer_id (type INTEGER)), - dynamic_columns ( - category_amounts ( - pivot_column category, - value_column amount, - aggregate MAX, - type "DECIMAL(12,2)" - ) - ), -); - -PIVOT __ref("stg_order_amounts") -ON category -USING MAX(amount) -GROUP BY customer_id -``` - -This is not an open wildcard contract. SQLBuild proves that the complete output boundary is either -one supported runtime-dynamic pivot or an exact wildcard passthrough from an upstream model with the -same families. It derives the fixed columns from the pivot input, matches every pivot aggregate to -one family, and proves the generated type from the authoritative input contract or an explicit cast. -An unproven boundary fails with `K011`; an incompatible family type fails with `K002`; an unknown -family type reports `K003`. `SQBRCONTRACT105` accepts the wildcard only after this compiler proof. - -Snowflake `PIVOT ... IN (ANY ...)` and dynamic subquery pivots are supported. DuckDB and MotherDuck -native dynamic `PIVOT ... ON ... USING ...` statements are supported. A static `IN` list continues -to use ordinary exact column declarations. Dynamically constructed SQL strings are not contract -proof, and adapters without a structurally analyzable native dynamic pivot reject -`dynamic_columns`. - -When more than one family is declared, each requires `name_pattern`, a regular expression matched -against the complete generated column name. Runtime validation requires every non-fixed physical -column to match exactly one family and have that family's declared type. Contract inspection applies -the same classification. Contract generation preserves the family declaration and does not freeze -the current runtime members into `columns`. - -When `SQBRSQL035` is also selected, the final top-level CTE owns these casts and the terminal -`SELECT` remains a plain read from that CTE: - -```sql -WITH final AS ( - SELECT - order_id, - CAST(quantity * unit_price AS DECIMAL(18, 2)) AS total_amount - FROM prepared_orders -) -SELECT - order_id, - total_amount -FROM final -``` diff --git a/docs/dense-compile-performance.md b/docs/dense-compile-performance.md deleted file mode 100644 index deaf541b62..0000000000 --- a/docs/dense-compile-performance.md +++ /dev/null @@ -1,85 +0,0 @@ -# Dense all-rules compile guard - -The dense compile guard covers cold compilation of 1,000, 3,000, 5,000 and -10,000 models with every built-in compiler rule and one custom project rule -enabled. It complements the existing semantic and incremental-cache benchmarks. - -The deterministic fixture uses neutral order data and compiles offline with the -Snowflake dialect. Each 1,000-model group has 240 sources, 50 seeds, 25 SQL -functions, 1,700 audits and 1,000 SQL tests. Queries contain dependency import -CTEs, joins, named unions, explicit contracts, wide projections and Python macro -expansion. Independent declaration scopes preserve per-model macro visibility -as the project grows. SQL tests mock immediate inputs to keep test expansion -bounded. A smaller integration fixture executes its generated tests in DuckDB. - -The guard checks: - -- Complete built-in rule selection, one selected custom rule, and no ignored - rules, scoped exceptions or relaxed thresholds. -- Resource counts, minimum authored SQL volume, and zero diagnostics. -- Zero analysis/rule cache hits and analysis bypasses for every model. -- A fingerprint of semantic JSON and every compiled artifact. -- Fresh-process wall time and peak RSS, with phase timings in test logs. - -| Models | Wall-time ceiling | Process RSS ceiling | -| ---: | ---: | ---: | -| 1,000 | 14s | 1.5GiB | -| 3,000 | 34s | 2.75GiB | -| 5,000 | 55s | 3.25GiB | -| 10,000 | 145s | 4GiB | - -These are regression ceilings for the implemented compiler, with headroom for -host variation. They are not a claim of sub-10-second compilation at every size. - -CI additionally runs each size in a 4GiB cgroup with swap disabled, covering -the test harness and child processes together. Compiler, lint and rule-engine -changes select these jobs. Local process RSS measurements alone do not prove -the cgroup gate passes. - -Run an individual size with: - -```sh -make test-e2e-dense-compile-performance SQLBUILD_BENCHMARK_MODELS=1000 -``` - -For requests containing at least 32MiB of unique SQL, the compiler compacts native -analysis results in batches of 64. Smaller requests retain a single batch. Both -use up to four workers; local resolution views avoid copying CTE definitions -that are already available through the source catalogue. -These limits change scheduling, not analysis or fallback semantics. -Projects with at least 10,000 model projections and 48MiB of prepared SQL use one -native analysis worker to leave memory headroom for the isolated custom-rule host -after analysis. Smaller SQL payloads retain parallel analysis. -The 10k cold ceiling includes headroom for this memory-bounded scheduling; warm -cache hits and small edit batches keep their existing scheduling. - -The compiler reuses borrowed syntax-tree facts when it can prove complete reference -binding and infer types without consulting mutable type annotations. Unsupported -clauses, incomplete schemas and unresolved expressions retain the normal validation -and analysis paths. - -For cold projects with 128–5,000 models and selected rules, artifact rendering can overlap rule -evaluation after graph and contract analysis. Rendering uses one background thread -and a disposable directory outside the project. The normal write phase publishes -the staged files only after its existing diagnostic gates pass. Unchanged files -retain their timestamps, stale files are removed using the normal policy, and -cached compilation keeps its normal artifact-cache path. Temporary-storage failure -falls back to ordinary artifact writing. -Larger projects retain sequential rendering to bound combined compiler and rule-host -memory; projects without selected rules avoid staging's extra file I/O. - -Detailed phase timings can overlap; physical-write time includes any staging work. -Use whole-process wall time for performance acceptance rather than summing phases. -Custom rules continue to run in their isolated host. Disabled rules caches avoid -unused fact fingerprints; enabled caches retain their normal identities and -invalidation behavior. - -The [varied warm-compile guard](warm-compile-performance.md) adds operator-shape -diversity and a shared dependency graph, measuring unchanged, leaf, upstream and -macro-edit compiles against uncached semantic/artifact oracles. - -This fixture protects dense query analysis, declaration expansion, rules and -artifact generation. It is not an exact reproduction of every application: -dynamic plugins, incremental materialization mixes and deeply nested query -tails still require application-specific acceptance measurements. Keep those -measurements private; publish only neutral fixtures and their own results. diff --git a/docs/execution-history.md b/docs/execution-history.md deleted file mode 100644 index 37258df52d..0000000000 --- a/docs/execution-history.md +++ /dev/null @@ -1,152 +0,0 @@ -# Execution history storage - -`LifecycleEventLogStorage` stores canonical immutable lifecycle facts. `RunStorage` serves an atomically -published, rebuildable run projection. Diagnostic and compute logs are never accepted by either -contract. The public types, filters, pages, records, errors, and helper functions are exported from -`sqlbuild.execution_history`. - -## Public contracts - -`LifecycleEventLogStorage` provides `append_event`, `append_events`, `get_events`, `get_schema_version`, -`upgrade_schema`, `close`, `dispose`, and context management. `RunStorage` provides `get_run`, -`get_runs`, `project`, `rebuild_from_events`, the schema/lifecycle methods, and context management. -The concrete SQLite and PostgreSQL classes additionally provide transactional -`append_and_project`, `reconcile`, and `check_health` operations. - -The deprecated `EventLogStorage` alias has been removed; use `LifecycleEventLogStorage`. Storage -tables use the lifecycle-specific names `lifecycle_event_log` in SQLite and -`sqlbuild_lifecycle_event_log` in PostgreSQL; the former `event_log` and `sqlbuild_event_log` names -are retired. - -Each newly stored event receives a positive, increasing `storage_order`, opaque stable `cursor`, -and UTC `received_at`. Pages ascend in storage order. `after_cursor` is exclusive, -`next_cursor` identifies the last returned record and is `None` for an empty page, and `has_more` -states whether another page exists. Limits default to 100 and cannot exceed 1000. Cursors are -backend- and storage-instance-owned; persist them verbatim and never parse them. They identify a -global position and remain valid if a later call changes filters. - -`EventFilter` supports invocation ID, run ID, event types, event family, producer, and inclusive -event-time bounds. Event types and family are mutually exclusive. `EventFamily` contains -invocation, run, resource-attempt, operation, and statement; select retry facts with -`EventFilter(event_types=("retry_scheduled",))`. `RunFilter` supports invocation, status, and -inclusive projection-creation bounds. A run cursor identifies the global -`(created_at, run_id)` order and is also filter-independent. - -Projection applies durable facts in `storage_order`, never `occurred_at` order. `created_at` is the -first run fact's `received_at`; start/end times retain event time. A run with no terminal is -`RunStatus.UNKNOWN` and `is_complete=False`. The last durable terminal wins if conflicting terminal -facts exist. Incremental projection and a full rebuild produce the same result, and one projection -call publishes all changes or none. - -## Local SQLite - -The CLI does not open local history implicitly. Construct and subscribe this backend only when an -application has a concrete durable-history consumer. - -```python -from pathlib import Path - -from sqlbuild.execution_history import EventFilter, RunFilter -from sqlbuild.sqlite_history import SQLiteExecutionHistory - -with SQLiteExecutionHistory(project_dir=Path(".")) as history: - assert history.check_health() - - cursor = None - while True: - page = history.get_events( - event_filter=EventFilter(run_id="RUN_ID"), - after_cursor=cursor, - ) - for stored in page.records: - print(stored.storage_order, stored.event) - if not page.has_more: - break - cursor = page.next_cursor - - for run in history.get_runs(run_filter=RunFilter()).records: - print(run.run_id, run.status, run.is_complete) -``` - -With no arguments, `SQLiteExecutionHistory()` uses the current directory. Passing `project_dir` -uses `/.sqlbuild/history.sqlite3`; passing `path` selects an exact file, and `path` may -be `":memory:"`. Do not pass both. Startup creates/migrates schema version 1 and reconciles the run -projection from all event facts. - -Schema v1 has `execution_history_metadata`, append-only `lifecycle_event_log`, and disposable -`run_projection` tables plus run, invocation, type, and created-time indexes. SQLite uses WAL mode, -foreign keys, a configurable 5000 ms default busy timeout, a process-local reentrant lock, and -transactions for append/projection publication. Multiple processes may use SQLite subject to normal -SQLite/WAL host-filesystem constraints and busy timeout; it is a host-local backend, not a deployed -coordination service. Startup refuses unknown future schema versions and never resets or downgrades -data. - -## Deployed PostgreSQL - -Install `sqlbuild[postgres]` only in deployed processes and construct the backend explicitly. The -CLI never selects PostgreSQL implicitly. Neither backend is selected by ordinary CLI commands. - -```python -import os -from datetime import UTC, datetime - -from sqlbuild.execution_history import EventFilter -from sqlbuild.observability import create_lifecycle_event, invocation_scope, run_scope -from sqlbuild.postgres_history import PostgresExecutionHistory - -occurred_at = datetime(2026, 9, 2, 10, 15, tzinfo=UTC) -with invocation_scope("deployment-20260902-1015"): - with run_scope("run-20260902-1015"): - run_started = create_lifecycle_event( - event_type="run_started", - event_id="run-20260902-1015-started", - occurred_at=occurred_at, - payload={"run_kind": "build", "selected_count": 12}, - ) - -with PostgresExecutionHistory(os.environ["SQLBUILD_HISTORY_DSN"]) as history: - first = history.append_and_project((run_started,))[0] - retry = history.append_event(run_started) - assert retry.storage_order == first.storage_order - - page = history.get_events( - event_filter=EventFilter(run_id="run-20260902-1015"), - after_cursor=None, - ) - checkpoint = page.next_cursor - -# Persist checkpoint securely. A later process resumes after that exact global position. -with PostgresExecutionHistory(os.environ["SQLBUILD_HISTORY_DSN"]) as history: - later = history.get_events( - event_filter=EventFilter(run_id="run-20260902-1015"), - after_cursor=checkpoint, - ) -``` - -The DSN must be resolved from a secret before construction. SQLBuild neither retains it for -diagnostics nor includes it in exceptions or `repr`. PostgreSQL schema v1 uses -`sqlbuild_storage_migrations`, authoritative `sqlbuild_lifecycle_event_log`, and disposable -`sqlbuild_run_projection`. Startup takes a transaction-scoped advisory migration lock, performs -forward-only migrations, and reconciles projection. All instances should run the same SQLBuild -version during rollout. - -Append and projection serialize under a history advisory lock. Only serialization failures and -deadlocks (`40001`, `40P01`) are retried internally, up to three retries by default. If connection -loss makes commit acknowledgement uncertain, discard the backend, reconnect, and retry the exact -same deterministic event ID and content. Equal content returns the existing stored fact; different -content raises `IntegrityConflictError`. This is storage idempotency, not exporter exactly-once -delivery. - -Grant deployed application roles only the required schema/table privileges and reserve migration, -backup, retention, and destructive privileges for operators. Back up `sqlbuild_lifecycle_event_log` and -`sqlbuild_storage_migrations`, preserving event IDs, canonical JSON, identity sequence values, and -storage namespace. `sqlbuild_run_projection` can be rebuilt with `reconcile()`. PostgreSQL performs -no automatic retention, partitioning, or archival. - -These are selected operational examples rather than an exhaustive API reference. The public -`sqlbuild.execution_history` facade also exports canonical content/ID helpers, page-limit -validation, projection helpers, schema and paging constants, storage protocols, models, filters, -statuses, and typed storage/cursor/schema errors. - -See [execution observability](execution-observability.md) for authority, local files, security, and -failure behavior. diff --git a/docs/execution-limits.md b/docs/execution-limits.md deleted file mode 100644 index 60c07e6ec5..0000000000 --- a/docs/execution-limits.md +++ /dev/null @@ -1,68 +0,0 @@ -# Target execution limits - -Named targets can set optional limits for `sqb build`. Limits are useful for development targets -where an unexpectedly broad selector or long-running command should stop instead of consuming an -unbounded amount of warehouse compute. - -```toml -[targets.dev] -connection = "warehouse" -database = "analytics" -schema = "dev_alice" - -[targets.dev.execution_limits] -max_models = 125 -max_duration = "45m" -remediation = """ -Review the expanded plan and confirm that the selected scope is intentional. -Automated tools must request approval before changing this policy. -""" -``` - -All fields are optional. A target without an `execution_limits` section retains unlimited existing -behavior, so production or orchestrated targets do not need placeholder values. - -## Model limit - -`max_models` is a positive integer. SQLBuild expands selectors and counts model entries that would -execute. When the count exceeds the target limit, the build exits before clone, load, or model -execution begins. The error reports the target, selected count, configured maximum, configuration -key, and confirms that no warehouse changes were made. - -`sqb plan` remains unrestricted and can be used to inspect a broad selection safely. - -## Duration limit - -`max_duration` is a positive fixed duration such as `30m`, `2h`, or `90s`. It covers planning and -warehouse-mutating build phases after target resolution. SQLBuild stops dispatching work at the -deadline and passes the remaining duration to each warehouse statement so in-flight work is -cancelled by the adapter. - -Safe in-flight cancellation is currently supported by the Snowflake adapter, whose maximum accepted -duration is seven days. SQLBuild rejects an unsupported duration or an adapter that cannot guarantee -active statement cancellation rather than presenting a limit that may leave warehouse work running. - -A duration failure may occur after earlier models have completed. Its error therefore distinguishes -the timeout from a pre-execution model-limit failure and states that warehouse changes may already -have occurred. - -## Custom remediation - -`remediation` is optional project-authored text. SQLBuild appends it to model-count, duration, and -unsupported-adapter errors after the factual error details. This lets each project define its own -approval or recovery process without SQLBuild recommending that users weaken local policy. - -## Local overrides - -The same section is accepted in `sqlbuild_local.toml` and follows normal field-by-field local target -precedence: - -```toml -[targets.dev.execution_limits] -max_models = 200 -max_duration = "90m" -``` - -This permits an intentional developer override while keeping the shared target policy visible in -`sqlbuild_project.toml`. Other target fields and any execution-limit fields omitted locally continue -to inherit their project values. diff --git a/docs/execution-observability.md b/docs/execution-observability.md deleted file mode 100644 index d01dea295c..0000000000 --- a/docs/execution-observability.md +++ /dev/null @@ -1,250 +0,0 @@ -# Execution observability - -SQLBuild deliberately separates execution facts from logs and output projections. Choose the -record that answers the question instead of treating every JSON or log file as interchangeable. - -## Records and authority - -| Record | Purpose | Authority and retention | -| --- | --- | --- | -| `LifecycleEvent` | Immutable facts about invocation, run, resource-attempt, microbatch, operation, retry, and statement lifecycles | Canonical execution evidence. An explicitly attached `LifecycleEventLogStorage` is authoritative once the fact is durable. SQLite and PostgreSQL retain facts until an operator removes the database or applies an external retention policy. | -| `DiagnosticLog` | Structured framework and user diagnostics | Explanatory only. It cannot establish that work started, completed, failed, skipped, or retried. Local compute-log retention applies. | -| `stdout.log` and `stderr.log` | Exact process output for one invocation | Troubleshooting data, not execution truth. Local compute-log retention applies. | -| `CommandOutputRecord` | Normalized, ANSI-free, line-oriented stdout/stderr chunks for an explicitly configured remote sink | Potentially sensitive, bounded, and potentially lossy troubleshooting data. It is not execution evidence and destination retention is project-owned. | -| `target/run/` | Full executed model, function, and test SQL, Python-check output, and scenario artifacts | Sensitive, command-written runtime artifacts. This shared tree is not invocation-isolated and may be replaced by later commands. It is not lifecycle truth. | -| `target/executions//statements.jsonl` | Best-effort run statement ledger with statement/resource identity, status, timing, query ID, and SQL SHA256 | A run-owned cost/query-ID input. It omits SQL text and does not establish lifecycle status. SQLBuild has no automatic retention for this tree. | -| `RunRecord` | Current run summary rebuilt from durable run facts | Disposable serving state. Rebuild it from the event log; never use it as the only lifecycle authority. | -| Integration-result JSONL | Bounded resource terminal plus integration enrichment | Canonical SQLBuild-owned integration side channel, but still a projection/consumer of lifecycle facts rather than event history. | -| Final `--json` or `--json-output` document | Aggregate command result | A separate end-of-command projection. It is not enabled by integration-result output and is not lifecycle authority. | -| `_sqlbuild_audit_results` | Append-only audit-result facts in the active warehouse | Best-effort observability projection with deterministic IDs and idempotent writes. It never changes audit gating or lifecycle truth. | - -Compute logs, command-output records, final output, full SQL artifacts, user messages, and -Python/check metadata can contain sensitive data. Lifecycle, integration-result, and sink-health records intentionally exclude -full SQL, parameter values, credentials, arbitrary user messages, and unbounded metadata. - -## Lifecycle envelope - -Schema version 1 has these fields: - -```json -{ - "event_id": "9fb6d899754d4bd79c703067a8d5046c", - "event_type": "statement_completed", - "schema_version": 1, - "producer": "sqlbuild", - "producer_version": "1.2.3", - "occurred_at": "2026-09-02T10:15:30.125000+00:00", - "invocation_id": "4cc757dd93fe466aad2a220f1e76625e", - "run_id": "run-20260902-101500", - "resource_id": "model:orders", - "resource_attempt_id": "97933c4aa29441cda133641345515e20", - "operation_id": "c978e47367494051bdde68ad03e56db4", - "statement_id": "5113ebc5afe247eb9c41dc0b27ef1a9a", - "payload": { - "adapter": "snowflake", - "duration_ms": 318.4, - "query_id": "01b6f1c2-0000-0000-0000-000000000000", - "sql_digest": "881b77b00a75e07936d7f20ea308a55e9ef98f2f1fd42c144a3a998d32094c1b" - } -} -``` - -`event_id` identifies immutable content. Re-appending canonically equal content with the same ID is -an idempotent no-op; different content under that ID is an integrity error. `producer` and -`producer_version` identify the emitting implementation, while `schema_version` identifies the -wire contract. Known schema-v1 events reject unknown envelope and payload fields. Schema version 2 -adds `invocation_sequence` and `external_context`, and catalogs bounded microbatch lifecycle facts. -Readers preserve unknown event names or newer schema versions as opaque envelopes rather than -inventing semantics. -History storage retains those opaque envelopes and exposes them to queries, but run projection, -native progress, integration-result output, and lifecycle-event sinks consume only known -`LifecycleEvent` values and ignore opaque facts. - -An invocation ID exists for every fact. A run groups executable graph work. A stable `resource_id` -identifies the logical model, source, check, or other resource, while a new -`resource_attempt_id` identifies each attempt. `operation_id` identifies one blocking non-SQL -operation and `statement_id` one SQL statement. Microbatch facts correlate through the containing -resource attempt and identify their interval through bounded payload fields. IDs are correlation -values, not timestamps. - -Publication is synchronous and preserves each producer's call order. Concurrent producers have no -global event-time ordering guarantee. Durable `storage_order` is the total order assigned by one -storage backend; `occurred_at` never reorders it. Starts and `statement_submitted` are nonterminal. -Completed, failed, and `resource_attempt_skipped` facts are terminal. `retry_scheduled` is a -first-class fact between attempts. A start without terminal evidence remains unknown or presumed -lost: no storage, projection, integration, or sink may fabricate success or failure. - -## Microbatch lifecycle - -Each active microbatch emits `microbatch_started` before staging begins. The payload records the -inclusive `cursor_start`, exclusive `cursor_end_exclusive`, complete planned range, one-based -`batch_index`, `batch_count`, configured and effective batch sizes, strategy, run type, and whether -the interval is ordinary or recovery work. `microbatch_completed` repeats that context with -duration and optional affected rows; `microbatch_failed` repeats it with bounded error identity. - -The start fact is sufficient to identify the active interval when a process is cancelled or lost -before it can publish a terminal. Concurrent intervals share the containing resource-attempt -identity and retain distinct bounds and indexes; their publication order is not a completion-order -guarantee. - -## Integration consumers - -`SQLBUILD_INTEGRATION_RESULT_PATH` (or SQLBuild's integration-owned hidden `--event-output` route) -enables schema-v1 `integration_result` JSONL. Each record contains the canonical resource-terminal -identity and bounded asset or check enrichment. The envelope fields are `schema_version`, -`record_kind`, `event_id`, `event_sequence`, `event_type`, `occurred_at`, all lifecycle correlation -IDs, resource kind/name, attempt number, duration, output kind, command, bounded failure or skip -codes, and one asset or check result. - -The writer claims each matching resource-attempt terminal once. Retries correlate through the same -resource ID and distinct attempt IDs; the latest exact terminal is claimed. Physical JSONL order is -result-callback order. `event_sequence` is the zero-based position among unique, known lifecycle -events observed by that invocation's in-memory terminal index. It excludes duplicate publications -and opaque facts, and it is neither durable `storage_order` nor a cross-process ordering key. Use it -to restore the terminal index's observed order among records from the same invocation. A result -callback without matching terminal evidence emits no record, and final aggregate JSON omits that -incomplete resource rather than inventing an outcome. Closing the writer emits nothing. - -Each confirmed audit also emits `audit_completed` during the run, as soon as its outcome is -confirmed (model audits when their model result completes). The event records the case name, reusable audit -definition name, optional authored description, attachment identity, evaluation mode, outcome, -severity and run scope, plus applicable measurement, threshold and bounded evidence details. `pass` -and `insufficient` are non-failing outcomes; `insufficient` remains distinct for consumers. - -An explicit writer path takes precedence over `SQLBUILD_INTEGRATION_RESULT_PATH`. Integration-result -files are opened in append mode, so an integration that reuses a path must truncate or rotate it -before starting a new invocation. The hidden `--event-output` transport option is available only on -`build` and `clone`; other producers use the environment-owned path. Final `--json-output` is a -different path: it overwrites its destination, and when supplied with `--json` it suppresses the -aggregate document on stdout. - -The Dagster adapter owns creation and consumption of this side channel. At a high level it streams -each validated envelope into Dagster asset materializations and checks, then uses the separate final -aggregate JSON only where end-of-command enrichment is still needed. The removed Dagster live v1 -JSONL format is neither authoritative nor supported; CHI-192 replaced it with integration-result -envelopes. - -## Audit-result projection - -Native warehouse adapters best-effort append confirmed audits to `_sqlbuild_audit_results`. Typed -columns cover result/run/audit identity (including definition name and authored description), -timestamps and target, evaluation mode and outcome, -violation or measured value, sample count/unit and minimum samples. Threshold policy and bounded -evidence use JSON columns with evidence count/truncation/error diagnostics. Rendered measurement, -evidence and executed SQL are retained in dedicated columns for inspection. - -Rows are immutable facts rather than lifecycle state. Deterministic result IDs make retries -idempotent. A projection write failure preserves the audit outcome and command exit code, reports -attempted/written/failed counts, and sets `projection_degraded`; lifecycle events and configured -sinks fail independently. - -## Local paths and troubleshooting - -For a command started on 2 September 2026 with invocation ID `INVOCATION_ID`, inspect: - -```text -logs/2026-09-02/INVOCATION_ID/ - metadata.json - stdout.log - stderr.log - diagnostics.jsonl - complete -target/run/ -target/executions//statements.jsonl -``` - -`metadata.json` initially records the invocation, command, resolved project directory, UTC start -date/time, optional selected target, and the run ID if one already exists at capture setup. On a -clean close SQLBuild atomically replaces it with final metadata containing completion time, exit -code, and stream byte counts, then creates the empty `complete` marker. The marker proves only that -capture finalized; it is not lifecycle completion evidence. Its absence means the capture is live -or abandoned, not that execution failed. - -Use the supported API to inventory and follow exact stream bytes: - -```python -from pathlib import Path - -from sqlbuild.compute_logs import ComputeLogStream, open_local_compute_log_storage - -with open_local_compute_log_storage(project_dir=Path(".")) as logs: - for capture in logs.inventory().captures: - print(capture.invocation_id, capture.is_complete, capture.path) - - cursor = 0 - while True: - chunk = logs.read( - invocation_id="INVOCATION_ID", - stream=ComputeLogStream.STDERR, - cursor=cursor, - ) - print(chunk.data.decode("utf-8", errors="replace"), end="") - cursor = chunk.next_cursor - if chunk.is_complete and not chunk.data: - break -``` - -Byte cursors are nonnegative exact offsets in one stream; they are not event cursors. Reads are -bounded to 1 MiB. The default prune policy retains the newest 20 complete captures and never removes -incomplete captures. CLI-managed capture calls `prune()` after successful finalization. Direct API -users must call `prune()` themselves; setting `retention_count=None` makes that call a no-op. - -The local files are host-local. The compute-log implementation rejects symlink roots and path -escapes but does not force file modes; permissions follow directory ownership and the process umask. -Set a restrictive umask and secure or encrypt the host volume. Operators must secure parent -directories, backups, `logs/`, and `target/`. An explicitly constructed SQLite history creates -`.sqlbuild/` with mode `0700` when new and applies mode `0600` to `history.sqlite3`; the CLI does not -construct execution-history storage implicitly. - -SQLBuild does not write a shared `target/sqlbuild.log`. Use the invocation-specific paths above so -concurrent and historical command diagnostics remain isolated. Project-creation commands (`sqb -init`, `sqb playground`, and `sqb dbt init`) create none of these runtime paths in the destination -before project creation. - -## Target layout - -`target/` contains disposable generated artifacts and caches: - -| Path | Contents | -| --- | --- | -| `target/cache/compiler/` | Regenerable compiler analysis, SQL-reference, and declaration-scope caches. | -| `target/compiled/` | Human-inspectable compiled models, functions, audits, and tests. | -| `target/run/` | Latest command's executable SQL and runtime artifacts; shared and replaceable. | -| `target/executions//` | Per-run statement ledgers and cost records. | -| `target/manifest.json` | Compiled project manifest when requested. | -| `target/sqlbuild_dag.json` | Dagster-facing project DAG artifact when requested. | - -All cache and execution paths under `target/` may be removed and regenerated. SQLBuild does not -read compatibility paths such as `target/compile-cache/`, `target/runs/`, or the removed dbt reuse -cache under `target/sqlbuild/`. - -## Failure behavior - -| Failure | Evidence and command effect | -| --- | --- | -| Explicit lifecycle storage unavailable | Direct storage API calls raise `ExecutionHistoryStorageError`; the CLI does not select a backend implicitly. | -| Lifecycle storage append fails | The dispatcher isolates the explicitly attached history subscriber and command work continues. The missing fact cannot be recovered from a projection. | -| Compute-log open or write fails | SQLBuild reports best-effort diagnostics, preserves console operation, and preserves the command result. The capture may be absent or incomplete. | -| Integration-result path creation, open, append, flush, or close fails | The error is not best effort and can fail the command or integration-output phase. The JSONL file may contain a valid prefix. | -| Final `--json-output` directory creation or write fails | The error can fail the command output phase. SQLBuild does not claim that the aggregate document was published. | -| Native audit-result projection fails | The confirmed audit outcome and exit code are preserved; projection accounting reports the failure and `projection_degraded` is set. | -| Exporter module discovery, declaration validation, provider construction, or provider setup fails | Startup fails before command execution because project extension configuration is invalid. | -| Export queue overflow or priority displacement | Eligible attempts are counted `dropped`; command correctness is unchanged. | -| Exporter raises or times out | The attempt is counted `failed`; that exporter is isolated and a timed-out exporter is blocked from later calls. Command correctness is unchanged. | -| Exporter hangs forever | Its daemon thread may remain alive and retain the shared provider session until process exit. Shutdown remains bounded and `flush_complete` is false. | -| Failure/health notification callback fails or blocks | It is isolated on a daemon worker. Failure notices may be dropped and periodic health is coalesced; command and exporter delivery continue. | -| Process interruption | Terminal facts and compute-log `complete` may be absent. Treat affected scopes as unknown, and never infer failure solely from missing evidence. | -| Exporter shutdown deadline expires | Queued and unattempted eligible pairs become `dropped`; timed-out attempts are `failed`; `flush_complete` is false. Command correctness is unchanged. | - -Observability degradation does not turn successful warehouse work into failure. Conversely, a clean -log or exporter return does not prove command success. Extension discovery/setup is different: an -invalid configured project extension prevents the command from starting. - -## Explicit exclusions - -This foundation does not provide a SQLBuild UI or API server, scheduler, sensors, remote agents, -launch/cancel control plane, durable exporter spool, object-storage compute logs, or core -Kafka/ClickHouse integration. Kafka, ClickHouse, and other exporter destinations are project-owned. - -See [execution history](execution-history.md) for storage APIs and -[typed sinks](sinks.md) for lifecycle-event and command-output delivery semantics. diff --git a/docs/model-layer-rules.md b/docs/model-layer-rules.md deleted file mode 100644 index b31c5ae74a..0000000000 --- a/docs/model-layer-rules.md +++ /dev/null @@ -1,39 +0,0 @@ -# Model layer rules - -SQLBuild model layers describe semantic responsibility, not the highest layer among a model's -dependencies. A model keeps its role when it imports a published interface. - -Model identities use exactly one authoritative layer: - -```text -____[__] -``` - -Supported layers and canonical folders are: - -| Layer | Folder | Logical schema | -| --- | --- | --- | -| `stg`, `stg_v` | `staging` | `staging` | -| `int_clean` | `intermediate/clean` | `intermediate` | -| `int_enriched`, `int_v` | `intermediate/enriched` | `intermediate` | -| `mart`, `mart_v` | `mart` | `mart` | - -`mart` and `mart_v` are published interfaces. Staging and intermediate layers are internal. The -internal dependency order is `stg`/`stg_v` → `int_clean` → `int_enriched`/`int_v`; dependencies on -published marts are outside that rank check. - -Schemas belong in central path defaults, not individual `MODEL()` declarations. View -materialization requires the matching `_v` layer, and `_v` appears only in the canonical layer -segment. - -Temporary internal dependency debt uses exact central exceptions: - -```toml -[[rules.graph_edge_exceptions]] -consumer = "orders__stg__daily_orders" -dependency = "orders__int_clean__customer_orders" -reason = "Remove after the shared normalization is moved upstream." -``` - -An exception matches one consumer/dependency edge. Wildcards are unsupported, and an entry that no -longer suppresses an internal inversion is reported as stale. diff --git a/docs/native-lint-rule-matrix.md b/docs/native-lint-rule-matrix.md deleted file mode 100644 index a31532421b..0000000000 --- a/docs/native-lint-rule-matrix.md +++ /dev/null @@ -1,157 +0,0 @@ -# Native SQL Rules and formatting disposition - -SQLBuild owns SQL Rules semantics and canonical formatting while consuming Polyglot as an external -parser dependency. This ledger accounts for every rule in SQLFluff 4.3's 78-rule catalogue and the -prior Sqruff catalogue. A rule is not omitted merely because SQLBuild assigns it somewhere other -than generic SQL analysis. - -Disposition meanings: - -- **Core compiler**: default native SQL diagnostic, suppressible with a reason. -- **Optional rule**: selected with `[rules].select`; suppressible with a reason. -- **Compiler**: mandatory SQLBuild artifact invariant; ordinary parser/validator behavior for plain SQL. -- **Format**: one deterministic canonical representation, not a configurable warning. -- **project-aware Rules**: a deterministic check that requires SQLBuild resource or repository evidence. -- **Dialect/not applicable**: statement family is outside SQLBuild model queries or already rejected by - the applicable dialect parser. -- **Drop**: subjective convention whose cost or ambiguity exceeds its generic value. - -Rewrite classifications describe formatter-owned transformations: **always**, **conditional**, or **never**. Rules never mutate source. These classifications document shared analysis that `sqb format` may use for deterministic rewrites. - -## Aliasing - -| Upstream | SQLBuild disposition | Native code | Rewrite | Rationale | -| --- | --- | --- | --- | --- | -| AL01 table alias spelling | Format | — | format | Canonical printer owns explicit `AS` spelling. | -| AL02 column alias spelling | Format | — | format | Canonical printer owns explicit `AS` spelling. | -| AL03 calculated expression alias | Optional rule | `SQBRSQL022` | never | A meaningful output name requires intent. | -| AL04 duplicate table alias | Core compiler | `SQBRSQL009` | never | Ambiguous relation identity; compiler rejects when project evidence is complete. | -| AL05 unused table alias | Optional rule | `SQBRSQL023` | conditional | Remove only aliases without qualified/correlated use or a relation column list. | -| AL06 alias length | Drop | — | never | Arbitrary naming threshold. | -| AL07 forbid aliases | Drop | — | never | Counterproductive for nontrivial joins. | -| AL08 duplicate output alias | Core compiler | `SQBRSQL010` | never | Dangerous output identity; compiler owns managed outer schemas. | -| AL09 self alias | Optional rule | `SQBRSQL016` | always | Exact `name AS name` is redundant. | -| AL10 required derived alias | Compiler/dialect | — | never | Polyglot and the active dialect own syntax requirements. | - -## Ambiguity - -| Upstream | SQLBuild disposition | Native code | Rewrite | Rationale | -| --- | --- | --- | --- | --- | -| AM01 DISTINCT with GROUP BY | Core compiler | `SQBRSQL006` | always | SQLBuild reports only demonstrably redundant `DISTINCT`. | -| AM02 bare UNION | Optional rule | `SQBRSQL008` | conditional | Use `UNION DISTINCT` only in dialects that accept the explicit spelling. | -| AM03 mixed ORDER direction | Optional rule | `SQBRSQL026` | never | Diagnosis is safe; multi-expression authored edits remain conservative. | -| AM04 unknown output width | Optional rule | `SQBRSQL021` | never | Column enumeration needs schema evidence; canonical `__empty_fixture()` input CTEs in SQL tests are compiler-controlled. | -| AM05 implicit JOIN type | Optional rule | `SQBRSQL025` | always | Conditioned plain `JOIN` is spelled `INNER JOIN`. | -| AM06 mixed ordinal/name references | Optional rule | `SQBRSQL011` | never | Rewriting ordinals needs resolved projection names. | -| AM07 set branch arity | Core compiler | `SQBRSQL020` | never | Invalid branch shape; intended schema requires input. | -| AM08 implicit cartesian join | Core compiler | `SQBRSQL002`, `SQBRSQL003` | conditional | Explicit `CROSS JOIN` only where precedence and authored mapping are proven. | -| AM09 unordered LIMIT/OFFSET | Core compiler | `SQBRSQL004` | never | Ordering keys and tie-breakers require intent. | - -## Capitalization - -| Upstream | SQLBuild disposition | Rewrite | -| --- | --- | --- | -| CP01 keywords | Format | format | -| CP02 identifiers | Format when dialect semantics permit | format | -| CP03 functions | Format | format | -| CP04 literals | Format | format | -| CP05 data types | Format | format | - -SQLBuild has one canonical formatter and does not expose capitalization rule configuration. - -## Conventions - -| Upstream | SQLBuild disposition | Native code | Rewrite | Rationale | -| --- | --- | --- | --- | --- | -| CV01 inequality spelling | Format | — | format | Canonical operator spelling is presentation. | -| CV02 prefer COALESCE | Drop | — | never | Dialect-native alternatives can differ in typing and evaluation. | -| CV03 trailing comma | Format | — | format | Canonical list layout. | -| CV04 COUNT spelling | Optional rule/simplification | `SQBRSQL017` | always | `COUNT(1)` becomes explicit row-count `COUNT(*)`. | -| CV05 NULL comparison | Core compiler | `SQBRSQL001` | conditional | Right-side equality forms have deterministic `IS` repairs. | -| CV06 terminator | Format | — | format | Canonical statement/file boundary. | -| CV07 statement brackets | Format | — | format | Remove only with equivalence proof. | -| CV08 prefer LEFT JOIN | Drop | — | never | Direction is contextual, not correctness. | -| CV09 blocked words | project-aware Rules | — | never | Repository governance, not generic SQL. | -| CV10 literal quote style | Format | — | format | Normalize only with dialect-safe equivalence. | -| CV11 cast style | Format | — | format | Canonical printer owns spelling without changing types. | -| CV12 hidden join condition | Core compiler | `SQBRSQL002` | conditional | Comma joins become explicit only when precedence is clear. | - -## Jinja and layout - -| Upstream | SQLBuild disposition | Rewrite | -| --- | --- | --- | -| JJ01 Jinja padding | Not applicable | never | SQLBuild uses Python interpolation rather than Jinja. | -| LT01–LT15 | Format | format | Spacing, indentation, line width, operators, commas, CTE layout, clause breaks, and file newlines belong to the canonical formatter. | - -## References - -| Upstream | SQLBuild disposition | Native code | Rewrite | Rationale | -| --- | --- | --- | --- | --- | -| RF01 reference absent from scope | Core compiler | `SQBRSQL029` | never | Native SQL analysis reports proven unknown qualifiers; compiler owns schema-resolved failures. | -| RF02 qualify multi-relation columns | Optional rule | `SQBRSQL027` | never | Correct qualifier requires relation-resolution evidence. | -| RF03 consistent single-relation qualification | Optional rule | `SQBRSQL028` | never | Readability policy; do not rewrite several ranges speculatively. | -| RF04 keyword identifiers | Dialect/project-aware Rules | — | never | Dialect parser owns illegal forms; legal naming convention requires project context. | -| RF05 special characters | project-aware Rules | — | never | Project naming convention, not generic correctness. | -| RF06 unnecessary quotes | Format | — | format | Remove only when identifier semantics remain identical. | -| RF07 window alias references | Compiler/dialect | — | never | Scope resolution and active dialect determine legality. | - -## Structure - -| Upstream | SQLBuild disposition | Native code | Rewrite | Rationale | -| --- | --- | --- | --- | --- | -| ST01 ELSE NULL | Optional rule | `SQBRSQL012` | always | Omission has the same CASE fallback. | -| ST02 simple boolean CASE | Optional rule | `SQBRSQL030` | conditional | Exact TRUE/FALSE shape becomes NULL-safe `COALESCE`. | -| ST03 unused CTE | Core compiler | `SQBRSQL005` | conditional | Remove only authored, comment-safe, select-only, non-recursive dead CTEs. | -| ST04 nested ELSE CASE | Optional rule | `SQBRSQL031` | never | Flattening needs multi-range branch reconstruction. | -| ST05 prefer CTE over subquery | Drop | — | never | Subjective and can harm optimizer/readability choices. | -| ST06 column category order | Drop | — | never | Subjective and potentially schema-breaking. | -| ST07 prefer ON over USING | Drop | — | never | Forms have semantic and output-shape tradeoffs. | -| ST08 DISTINCT parentheses | Optional rule | `SQBRSQL013` | conditional | Rewrite only comment-free, balanced authored forms. | -| ST09 join operand order | Drop | — | never | Cosmetic. | -| ST10 constant predicate | Optional rule | `SQBRSQL014` | never | Removing scaffolding can change intended control flow. | -| ST11 unused join | Optional rule | `SQBRSQL032` | never | Join may intentionally filter or multiply rows. | -| ST12 repeated semicolon | Optional rule/format | `SQBRSQL015` | always | Empty statement terminator is removable. | - -## Dialect-specific bundles - -| Upstream | SQLBuild disposition | Rationale | -| --- | --- | --- | -| OR01 Oracle empty batch | Dialect/not applicable | SQLBuild model bodies are query expressions; active parser owns batch syntax. | -| PG01 excessive locks | Dialect/not applicable | Transaction/DDL operational behavior is outside model-query Rules. | -| PG02 NOT VALID foreign key | Dialect/not applicable | SQLBuild model bodies do not own PostgreSQL constraint DDL. | -| TQ01 `sp_` procedure prefix | project-aware Rules/not applicable | Procedure naming convention is not generic model SQL. | -| TQ02 procedure BEGIN/END | Dialect/not applicable | Procedure body syntax is owned by the T-SQL parser/compiler. | -| TQ03 empty batch | Format/dialect | Canonical file output removes empty statements where applicable. | -| TQ04 procedure alias spelling | Format/dialect | Canonical spelling only in supported T-SQL statement contexts. | - -## SQLBuild-owned additions - -| Native code | Disposition | Rewrite | Purpose | -| --- | --- | --- | --- | -| `SQBRSQL007` | Core compiler | never | Positional set operation with star is vulnerable to schema-order drift. | -| `SQBRSQL018` | Core compiler | never | `ROW_NUMBER` without deterministic window ordering is unstable. | -| `SQBRSQL019` | Core compiler | never | Literal NULL in `NOT IN` triggers three-valued anti-filter behavior. | -| `SQBRSQL024` | Optional rule | never | Right-side WHERE reference can null-reject a LEFT JOIN. | -| `SQBRSQL033` | Optional rule | never | Standalone comments attach immediately to a supported syntax node. | -| `SQBRSQL034` | Optional rule | never | Transformation logic remains in top-level CTEs. | -| `SQBRSQL035` | Optional rule | never | The terminal SELECT reads plainly from the final top-level CTE. | -| `SQBRSQL036` | Optional rule | never | CTEs remain at statement top level. | -| `SQBRSQL037` | Optional rule | never | Recursive CTEs require an explicit alternative design. | -| `SQBRSQL038` | Optional rule | never | Explicit cartesian products require a reasoned suppression. | -| `SQBRSQL039` | Core compiler | never | Non-lateral derived relations are named as top-level CTEs instead of being hidden inside `FROM` or `JOIN`. | - -Schema-dependent nullable `NOT IN`, inferred join cardinality, denominator safety, integer division, -timezone comparison, persisted-output rules, and incremental cursor/replay checks remain compiler or -project-aware Rules work when they need project schema/materialization facts. They are not weakened into syntax-only -generic guesses. - -## Current native totals - -- 39 SQLBuild-owned generic native rule codes (`SQBRSQL001`–`SQBRSQL039`) -- 13 core defaults -- 26 optional rules selectable by exact code or prefix under `[rules].select` -- 14 always-or-conditionally formatter-rewritable native analysis types -- `SQBRSQL000` suppression validation, with stale standalone directives formatter-rewritable -- five SQLBuild header diagnostics, with whitespace and leading-comment promotion handled when safe - -The 33 upstream presentation rules remain formatter-owned rather than inflating the Rules count. diff --git a/docs/query-diffs.md b/docs/query-diffs.md deleted file mode 100644 index 2bce1b210a..0000000000 --- a/docs/query-diffs.md +++ /dev/null @@ -1,164 +0,0 @@ -# Query and model data diffs - -`sqb diff` compares either selected models or two literal read-only SQL queries. Both input modes -use the same schema inspection, row-count reporting, key validation, deterministic sampling, -numeric tolerance, excluded-column, evidence, JSON, and exit-code behavior. - -## Compare models - -Model mode keeps the `FROM:TO` range and selectors: - -```bash -sqb diff prod:dev --full --select orders -``` - -By default, row identity comes from each model's `unique_key`. Repeated `--key` arguments override -that configuration for one invocation: - -```bash -sqb diff prod:dev --full --select order_lines \ - --key order_id \ - --key line_id -``` - -For a model without a stable row key, opt in to exact full-row multiset comparison with -`--unkeyed`. Duplicate rows retain their multiplicity; SQLBuild never guesses a key. - -```bash -sqb diff prod:dev --full --select daily_order_totals --unkeyed -``` - -## Compare raw queries - -Query mode omits `FROM:TO` because each query identifies its own input. Supply each side inline or -from a UTF-8 file, and choose keyed or unkeyed comparison explicitly: - -```bash -sqb diff \ - --left-query 'SELECT order_id, amount_cents FROM analytics.orders_before' \ - --right-query 'SELECT order_id, amount_cents FROM analytics.orders_after' \ - --left-label before \ - --right-label after \ - --key order_id -``` - -```bash -sqb diff \ - --left-query-file queries/orders_before.sql \ - --right-query-file queries/orders_after.sql \ - --key account_id \ - --key order_id -``` - -Raw inputs must contain exactly one read-only `SELECT`, `WITH`, or `VALUES` expression. SQLBuild -does not expand `ref()` or other SQLBuild templates in these inputs. The active target connection -executes both sides; use `--target NAME` to select another configured connection. - -Query mode performs a full comparison when no comparison mode flag is present. `--schema-only` is -also available. `--bounded` is model-specific; filter both raw queries directly when a bounded -query comparison is needed. - -Raw-query discovery loads only project configuration, target configuration, and the selected -adapter. It does not import unrelated project sinks, hooks, loaders, or providers. - -### Sampling, tolerances, and exclusions - -Keyed query comparisons support deterministic union-key sampling and the same bounded mismatch -examples as model comparisons: - -```bash -sqb diff \ - --left-query-file queries/orders_before.sql \ - --right-query-file queries/orders_after.sql \ - --key order_id \ - --sample-rows 50000 \ - --sample-seed 7 -``` - -Use repeated invocation overrides where needed: - -```bash -sqb diff \ - --left-query-file queries/orders_before.sql \ - --right-query-file queries/orders_after.sql \ - --key order_id \ - --exclude-column loaded_at \ - --tolerance amount_cents:absolute=1 \ - --tolerance conversion_rate:relative=0.001 -``` - -`--exhaustive` disables inherited or requested sampling. Unkeyed comparison is always exhaustive -and exact, so it does not accept sampling or numeric tolerances. - -### Bounded example values - -Comparison remains exact regardless of how examples are rendered. By default, long values are -limited to 160 characters and show context around the first differing character. Every shortened -value is marked as truncated and includes its original length. - -Control evidence independently from the number of collected examples: - -```bash -# Increase the displayed context without changing comparison scope. -sqb diff --left-query-file before.sql --right-query-file after.sql \ - --key order_id --max-value-length 500 - -# Retain keys and aggregate counts but suppress example values. -sqb diff --left-query-file before.sql --right-query-file after.sql \ - --key order_id --no-example-values - -# Explicitly opt in to complete values. --verbose alone remains bounded. -sqb diff --left-query-file before.sql --right-query-file after.sql \ - --key order_id --full-example-values -``` - -Ordinary keys are kept complete. Exceptionally long keys are shortened with an explicit length and -stable digest so an operator can still identify them without flooding terminal output. - -## Stable query results and cleanup - -SQLBuild materializes each raw query once in the selected target's default schema before comparing -it. Artifacts use a reserved run-owned name and are dropped immediately when the command finishes, -including after comparison errors. - -Each successfully created artifact publishes an immutable `query_diff_artifact` fingerprint. The -fingerprint is ownership evidence for crash recovery only: running and comparing the queries never -reads historical fingerprints, and fingerprints do not represent planned, running, complete, or -cleaned workflow states. - -If a process stops before immediate cleanup, the next query diff and `sqb janitor` can remove an -expired artifact only when its exact physical identity and reserved name match its ownership -fingerprint. A matching name without ownership evidence is reported for manual investigation and -is not deleted automatically. - -The recovery TTL defaults to 24 hours and accepts SQLBuild fixed-duration syntax: - -```toml -[diff] -query_artifact_ttl = "24h" -``` - -The TTL is a crash-recovery backstop, not the normal cleanup path. Historical ownership inspection -problems are reported but do not prevent the current queries from running. Failure to publish -ownership for a newly created artifact, or failure to remove a current-run artifact, is an execution -error. - -## Structured output and exit behavior - -Use `--json-output PATH` in either mode, or `--json` to emit one JSON document to stdout while all -lifecycle progress remains on stderr. Query results include `input_kind = "query"`, named left and -right inputs, `query_comparisons`, sparse nonzero `column_mismatches`, lifecycle timings, and -explicit example truncation metadata. Existing `models` output remains available for compatibility. - -Raw-query automation distinguishes complete findings from incomplete evidence and execution -failure: - -| Exit | Outcome | -|---:|---| -| `0` | Complete comparison with no differences | -| `1` | Complete comparison with findings | -| `2` | Safety, schema, or key preflight prevented complete value evidence | -| `3` | Setup, connection, materialization, comparison execution, ownership, or cleanup failed | - -Human output and JSON use the same outcome. Lifecycle messages include elapsed connection, -reconciliation, inspection, materialization, comparison, cleanup, and total durations. diff --git a/docs/rules-migration-ledger.md b/docs/rules-migration-ledger.md deleted file mode 100644 index 54cd765772..0000000000 --- a/docs/rules-migration-ledger.md +++ /dev/null @@ -1,70 +0,0 @@ -# Rules migration ledger - -SQLBuild assigns deterministic checks by the evidence they require: - -> SQL rules evaluate one plain SQL statement. Project-aware rules evaluate how SQLBuild resources are -> organised, configured, documented, tested, and connected. - -Compiler checks remain mandatory artifact-correctness invariants. The formatter owns one canonical -presentation. A check is not project-aware rules merely because it is strict or opinionated. - -## Former Kata rule disposition - -This ledger accounts for every rule in the replaced `SQBK` catalogue. Old identities are not aliases -for the new rules. - -| Former code | Final owner | Final code | Reason | -| --- | --- | --- | --- | -| `SQBKS000` | SQL Rules | `SQBRSQL033` | Comment attachment is statement-local; the old first-inner-CTE-line restriction was deleted. | -| `SQBKS001` | SQL Rules | `SQBRSQL034` | Top-level CTE shape needs only parsed SQL. | -| `SQBKS002` | SQL Rules | `SQBRSQL035` | Terminal-select shape needs only parsed SQL. | -| `SQBKS101` | project-aware rules | `SQBRMODEL101` | Import CTEs depend on resolved SQLBuild references and sources. | -| `SQBKS201` | project-aware rules | `SQBRMODEL102` | The star allowance depends on identifying dependency-import CTEs and configured exceptions. | -| `SQBKS202` | SQL Rules | `SQBRSQL007` | Positional set-operation stars were already covered by native lint. | -| `SQBKS301` | SQL Rules | `SQBRSQL036` | Nested CTEs are visible in one parsed statement. | -| `SQBKS302` | SQL Rules | `SQBRSQL037` | Recursive CTEs are visible in one parsed statement. | -| `SQBKS401` | project-aware rules | `SQBRMODEL103` | The check compares model naming with resolved materialisation. | -| `SQBKS501` | Deleted | — | Judging whether a CTE name is descriptive is subjective. | -| `SQBKL001` | project-aware rules | `SQBRGRAPH101` | Layer direction requires the compiled dependency graph. | -| `SQBKL101` | project-aware rules | `SQBRGRAPH102` | Managed dependencies require SQLBuild reference/source ownership. | -| `SQBKR001` | project-aware rules | `SQBRPROJECT101` | Model identity is a SQLBuild resource fact. | -| `SQBKR002` | project-aware rules | `SQBRPROJECT102` | Folder ownership is repository context. | -| `SQBKR201` | project-aware rules | `SQBRPROJECT103` | Source vocabulary is project configuration. | -| `SQBKR301` | project-aware rules | `SQBRPROJECT104` | Referenced model identity comes from compilation. | -| `SQBKR401` | project-aware rules | `SQBRCONTRACT101` | Contract enforcement is MODEL metadata. | -| `SQBKR500`–`SQBKR503` | project-aware rules | `SQBRPROJECT201`–`SQBRPROJECT204` | Domain and owner layout require repository paths and project-wide inventory. | -| `SQBKJ001` | SQL Rules | `SQBRSQL002` | Comma joins were already covered by native lint. | -| `SQBKJ002` | SQL Rules | `SQBRSQL038` | An explicit cross join is statement-local and suppressible with a reason. | -| `SQBKJ101` | SQL Rules | `SQBRSQL003` | Missing or unconditional join constraints were already covered by native lint. | -| `SQBKN001`–`SQBKN003` | project-aware rules | `SQBRCONTRACT102`–`SQBRCONTRACT104` | These checks compare names with declared contract types. | -| `SQBKH001`–`SQBKH002` | project-aware rules | `SQBRDECLARATION101`–`SQBRDECLARATION102` | Enum and constant use requires declarations and compiled substitutions. | -| `SQBKH101` | project-aware rules | `SQBRDECLARATION201` | Duplicate declarations require project-wide inventory. | -| `SQBKH201` | project-aware rules | `SQBRDECLARATION301` | Declaration placement requires repository ownership. | -| `SQBKH301`–`SQBKH305` | project-aware rules | `SQBRDECLARATION302`–`SQBRDECLARATION306` | Declaration-container checks require paths and project-wide inventory. | -| `SQBKT001`–`SQBKT004` | project-aware rules | `SQBRTEST101`–`SQBRTEST104` | Test roots, names, and ownership require compiler test resources. | -| `SQBKT101` | project-aware rules | `SQBRTEST105` | Scenario description rules require SCENARIO metadata. | -| `SQBKX001`–`SQBKX002` | project-aware rules | `SQBRTEST201`–`SQBRTEST202` | Audit and test minima require compiled model evidence. | -| `SQBKX201` | project-aware rules | `SQBRTEST301` | Custom-rule coverage requires the configured Rules catalogue and test inventory. | - -## Rules added after the migration - -These built-ins have no former `SQBK` counterpart. - -| Code | Owner | Reason | -| --- | --- | --- | -| `SQBRTEST203` | project-aware rules | Rejecting empty-input-only SQL tests requires compiled test fixtures and assertions; see [SQL test coverage rules](sql-test-coverage-rules.md). | - -## Rules families - -- `SQBRCONTRACT`: contracts and declared column semantics. -- `SQBRDECLARATION`: declarations and decision vocabulary. -- `SQBRGRAPH`: compiled dependency graph rules. -- `SQBRPROJECT`: repository naming and ownership layout. -- `SQBRMODEL`: SQLBuild-aware model structure. -- `SQBRTEST`: SQL tests, audits, and custom-rule evidence. - -Current built-ins use `SQBR`. Current custom rules use -`XSQBR`. Former `SQBL001`–`SQBL038` codes map directly to -`SQBRSQL001`–`SQBRSQL038`. Former `SQBP` families map to the complete family words above. Former -`XSQBL...` and `XSQBP...` custom codes must be reassigned to globally unique `XSQBR...` codes. -The former identifiers are migration evidence only and are not accepted as aliases. diff --git a/docs/sinks.md b/docs/sinks.md deleted file mode 100644 index 86bd83e747..0000000000 --- a/docs/sinks.md +++ /dev/null @@ -1,261 +0,0 @@ -# Typed sinks - -Project sinks consume one declared record type. Lifecycle-event and command-output contracts are -separate even when both sinks use the same provider instance and remote service. Delivery is -bounded, isolated, destination-neutral, and best effort. A sink cannot change an execution result -and is not durable history. - -The former `sqlbuild.event_exporters`, `sqlbuild.output_capture`, `event_exporters/`, and -`[event_exporters]` interfaces have been replaced. Move declarations to `sinks/`, import the typed -APIs below from `sqlbuild.sinks`, and move lifecycle filters to `[sinks.lifecycle]`. Legacy project -directories and configuration fail with an explicit migration error rather than silently disabling -publication. - -## Declare a lifecycle-event sink - -SQLBuild imports public `sinks/**/*.py` files in sorted path order. It ignores -`__init__.py` and any file below a path component beginning with `_`. Only functions defined in the -module and decorated with the public API are sinks. - -```python -# sinks/publish.py -from providers.destination_client import DestinationClient -from sqlbuild.sinks import ( - LifecycleEvent, - LifecycleEventKind, - lifecycle_event_sink, - lifecycle_event_to_json, -) - - -@lifecycle_event_sink( - name="publish_lifecycle", - event_kinds={LifecycleEventKind.RUN, LifecycleEventKind.RESOURCE, LifecycleEventKind.AUDIT}, - min_severity="info", -) -def publish_lifecycle( - event: LifecycleEvent, - destination_client: DestinationClient, -) -> None: - destination_client.publish( - route="sqlbuild.lifecycle.v1", - key=event.event_id, - payload=lifecycle_event_to_json(event).encode("utf-8"), - ) -``` - -The function must be synchronous, declare `event` first, use only named parameters, have no -defaults or variadics, and return `None` if annotated. `event` may be unannotated or exactly -`LifecycleEvent`. Every later parameter is injected by provider name and may be unannotated or -annotated with exactly that discovered provider class. Sink names are unique lower-snake-case -identifiers; the default name is the function name. - -## Declare a command-output sink - -Remote stdout/stderr publication is disabled unless a public function under `sinks/` is explicitly -decorated with `@command_output_sink`. Lifecycle-event sinks never receive command output. - -```python -# sinks/publish.py -from providers.destination_client import DestinationClient -from sqlbuild.sinks import ( - CommandOutputRecord, - command_output_sink, - command_output_to_json, -) - - -@command_output_sink(name="publish_command_output", streams={"stdout", "stderr"}) -def publish_command_output( - record: CommandOutputRecord, - destination_client: DestinationClient, -) -> None: - destination_client.publish( - route="sqlbuild.command_output.v1", - key=record.record_id, - payload=command_output_to_json(record).encode("utf-8"), - ) -``` - -The function must be synchronous, declare `record` first, and follow the same provider-parameter -rules as a lifecycle sink. `streams` defaults to both streams and may explicitly narrow delivery to -`stdout` or `stderr`. Loss summaries are delivered to every command-output sink because a shared -bounded queue can lose records from either stream. - -`CommandOutputRecord` is a canonical versioned envelope. Records are ANSI-free, line-oriented, -UTF-8-size-bounded chunks with invocation/run correlation, per-invocation sequence, stream, -chunk position, producer metadata, and opaque JSON-compatible integration context. A -`command_output_loss` record reports bounded-queue loss. This stream is troubleshooting data: it is -potentially sensitive, may be lossy, and is not execution evidence. Exact host-local bytes remain in -the invocation's `stdout.log` and `stderr.log` compute logs. - -A minimal destination-neutral provider shape is: - -```python -# providers/destination_client.py -from sqlbuild.providers import Provider - - -class DestinationClient(Provider): - provider_name = "destination_client" - - def setup(self, ctx: object | None) -> None: - del ctx - # Create the project-owned SDK client from secret-resolved settings here. - - def publish(self, *, route: str, key: str, payload: bytes) -> None: - del route, key, payload - # Route, key, serialization, retries, acknowledgements, and durability are project policy. - - def teardown(self) -> None: - # Close the project-owned SDK client here. - pass -``` - -The example uses released SQLBuild imports and exact discovery signatures. Replace only the method -bodies with a project-owned destination SDK. SQLBuild owns event validation/redaction and local -dispatch; the project owns destination client settings, credentials, topic/route, key, -serialization, retry, acknowledgement, and durability. - -## Runtime filters - -Declaration filters opt in; runtime configuration can only narrow them: - -```toml -[sinks.lifecycle] -event_kinds = ["run", "resource", "operation", "statement"] -min_severity = "info" - -[sinks.lifecycle.named.publish_lifecycle] -event_kinds = ["resource", "statement"] -min_severity = "warning" -``` - -Effective kinds are the intersection of declaration, global, and named sets. Effective minimum -severity is the strictest of all three. Omitting declaration options means all kinds at `debug`. -Unknown lifecycle sink names, keys, kinds, or severities fail before execution. -Python declarations should use `LifecycleEventKind`; TOML continues to use the corresponding string -values. The `audit` kind carries `audit_completed` as soon as each audit outcome is confirmed during -the run: standalone, source, and end audits publish per audit, and model audits publish when their -model result completes. Each executed (non-reused) audit publishes exactly once. Its payload -includes audit and attachment identity, evaluation mode, outcome and severity, run scope, optional -measurement/sample/threshold summary, bounded evidence metadata and rendered audit SQL diagnostics. - -| Lifecycle event | Export kind | Severity | Queue priority | -| --- | --- | --- | --- | -| `invocation_started` | `invocation` | `debug` | 0 | -| `run_started` | `run` | `debug` | 0 | -| `resource_attempt_started` | `resource` | `debug` | 0 | -| `microbatch_started` | `microbatch` | `debug` | 0 | -| `operation_started` | `operation` | `debug` | 0 | -| `statement_started`, `statement_submitted` | `statement` | `debug` | 0 | -| `retry_scheduled` | `retry` | `warning` | 1 | -| `audit_completed` | `audit` | `info` | 2 | -| `invocation_completed`, `run_completed`, `resource_attempt_completed`, `resource_attempt_skipped`, `microbatch_completed`, `operation_completed`, `statement_completed` | Corresponding kind | `info` | 2 | -| Any `*_failed` event | Corresponding kind | `error` | 3 | - -Diagnostics and command output never enter lifecycle-event queues. - -## Discovery and provider lifetime - -Startup first imports sink modules and collects declarations without framework provider discovery. -If there are no decorated public sinks, SQLBuild does not discover, construct, or set up providers -and does not create delivery threads. Sink modules are ordinary Python modules, so -their own imports and import-time side effects still run; keep declarations import-safe. Otherwise -normal project discovery finds provider classes, validates name/type -injection, constructs providers, and calls each required provider's `setup` at most once on first -use. Shared providers are torn down once in reverse setup order. - -Shutdown stops lifecycle-event acceptance, performs a bounded drain, and only then requests provider -teardown. The drain defaults to two seconds and is configurable for all lifecycle sinks: - -```toml -[sinks.lifecycle] -shutdown_timeout = "30s" -``` - -`shutdown_timeout` is a fixed duration string from `"0s"` to `"10m"` such as `"30s"` or `"2m"`; -values outside that range, calendar units, or non-strings fail before execution. `"0s"` drops anything still queued at exit. The setting is global only and is not -accepted under `[sinks.lifecycle.named.]`. It bounds how long the command waits at exit; it does -not change the per-invocation timeout below. A sink that exports audit results should keep each call -well below that one-second invocation bound and use a drain long enough to flush the tail of a run. Each lifecycle sink invocation runs on its own daemon isolation thread. A call has a one-second -default timeout; after timeout that sink is blocked from later invocations. Python cannot kill -the thread or reverse destination side effects. Provider teardown is deferred until all live -invocations return, so a forever-hung daemon retains its provider session until process exit. A -provider is never torn down while live sink code can access it. Command-output capture has its own -bounded queue, batching, and shutdown deadline, then uses the already-bound command-scoped provider -instances. - -## Queueing and accounting - -One command owns one daemon dispatcher and a queue of 1024 events by default. Dispatch always takes -the highest priority and is FIFO by canonical enqueue sequence among equal priorities. If full, a -higher-priority arrival displaces the oldest queued event at the lowest lower priority. An arrival -that is not higher priority is dropped. Filtering happens before queueing, and each queued event -carries its exact eligible exporter set, preventing duplicate attempts during fanout or displacement. - -For every event/exporter pair exactly one rule applies: - -```text -filtered += 1 - -or - -accepted += 1 -accepted ends in exactly one of delivered, failed, or dropped -``` - -Every final per-exporter and aggregate snapshot therefore satisfies: - -```text -accepted == delivered + failed + dropped -``` - -`delivered` means only that the project callable returned normally. It does not prove remote -acknowledgement, persistence, deduplication, or exactly-once delivery unless project code establishes -those properties. - -Health defaults to 30 seconds and emits only after counters or queue depth change. A single pending -periodic slot is overwritten by the latest snapshot while notification is blocked, so health is -coalesced rather than backlogged. Failure notices use a separate bounded queue and may be dropped. -The final summary has a retained write-once slot. Notification callbacks run on one daemon worker; -exceptions are swallowed, and shutdown does not wait for callbacks. - -When the final summary reports any `dropped` or `failed` lifecycle attempts, the command prints one -warning line to stderr after its own output, for example: - -```text -Warning: command completed successfully, but lifecycle event export was incomplete: 140 of 248 events dropped, 0 failed (sink 'orders_events'). Increase sinks.lifecycle.shutdown_timeout or check sink health. -``` - -The success clause appears only when the command itself succeeded, so the warning never makes a -successful run look failed; otherwise it starts `Warning: lifecycle event export was incomplete`. -Export loss never changes the exit code, and stdout (including `--json`) is unaffected. Nothing is -printed when every accepted attempt was delivered. With several sinks the counts are event -deliveries and only affected sinks are named. - -Nonfinal health always has `flush_complete=false`. Final `flush_complete=true` means the dispatcher -stopped, no exporter invocation remains live, the queue is empty, and all accepted pairs satisfy the -accounting invariant. A timed-out live invocation makes it false even though that attempt is -`failed` and later/queued attempts are `dropped`. - -## Security and failure boundaries - -Lifecycle payloads have a catalogued allowlist. They contain no full SQL, parameter values, -credentials, arbitrary user messages, raw process output, destination details, or provider settings. -Exporter failure and health diagnostics include only exporter name, event kind/severity, exception -type, counters, and queue dimensions. They bypass lifecycle publication and exporter enqueue to -prevent recursion. - -Do not enrich exported events from `target/run/`, compute logs, final JSON, environment variables, -or provider secrets unless the destination has an explicit sensitive-data policy. Restrict -destination credentials and permissions to only the routes and operations this exporter needs. - -Discovery, declaration, configuration, provider construction, and provider setup errors are project -configuration errors and prevent command execution. Queue overload, exporter exceptions, timeouts, -hung calls, notification failures, and incomplete shutdown affect only best-effort export. Consult -the [failure matrix](execution-observability.md#failure-behavior) for operator response. - -SQLBuild core intentionally provides no durable spool and no Kafka or ClickHouse implementation. -See [execution observability](execution-observability.md) and -[execution history](execution-history.md) for canonical authority and durable storage. diff --git a/docs/sql-test-coverage-rules.md b/docs/sql-test-coverage-rules.md deleted file mode 100644 index 68e3216aa9..0000000000 --- a/docs/sql-test-coverage-rules.md +++ /dev/null @@ -1,83 +0,0 @@ -# SQL test coverage rules - -`SQBRTEST202` (`minimum-tests`) requires each non-passthrough model to have at least -`min_tests_per_model` model-mode SQL unit tests. `SQBRTEST203` (`empty-input-only-test`) rejects -tests that cannot fail because they only prove that empty inputs produce no rows. Both rules are -enabled by default when the `SQBRTEST` family is selected. - -## Empty-input-only tests - -Do not write tests like this one: - -```sql -TEST (name "orders__empty_inputs_produce_no_rows"); - -WITH __source__raw_orders AS ( - SELECT NULL AS order_id, NULL AS amount - WHERE FALSE -), __assert__empty_inputs_produce_no_rows AS ( - SELECT 1 AS unexpected_row - FROM __ref("orders") -) -SELECT 1 -``` - -When a model's rows come only from its inputs, this test passes for almost any model logic, so it -adds no coverage. `SQBRTEST203` flags a model-mode test when all of the following hold: - -- Every mock (`__ref__`, `__source__`, `__seed__`, `__dbt_ref__`, `__table_fn__`) is a single - `SELECT` without a set operator that is limited by `LIMIT 0`, is `SELECT * FROM __EMPTY_FIXTURE()`, - or is filtered by `WHERE FALSE` or `WHERE 1 = 0` without calling any function (an aggregate such - as `ORDER BY COUNT(*)` can still return a row). A `UNION` whose last branch is filtered is not - empty. -- Every `__expected__` CTE is empty in the same way, or there is none. -- Every `__assert__` CTE is a bare row-existence check, `SELECT FROM - __ref("")` on a tested model, with no `WHERE`, `JOIN`, `GROUP BY`, `HAVING`, `QUALIFY`, - set operator, `EXISTS`, subquery, `LIMIT`, `OFFSET` or `FETCH`, and no function call in its - select list or `ORDER BY`. -- The test has no `__macro__` mocks and no model query overrides. - -Macro, UDF, and table-function tests are never flagged, and SQL that the rules parser cannot read -is never flagged. - -Replace a flagged test with one that mocks representative rows and asserts concrete transformed -output, or delete it. - -## Legitimate empty-input tests - -An empty-input test is legitimate when it asserts concrete output. For example, a global aggregate -must still return one zero-valued summary row when it has no input: - -```sql -TEST (name "order_summary__empty_inputs_return_zero_row"); - -WITH __source__raw_orders AS ( - SELECT CAST(NULL AS INTEGER) AS order_id, CAST(NULL AS INTEGER) AS amount - WHERE FALSE -), __expected__order_summary AS ( - SELECT 0 AS order_count, 0 AS total_amount -) -SELECT 1 -``` - -An `__assert__` that compares the model against a summary row with `EXCEPT` in both directions, -or one that filters for invalid rows, is also not flagged. - -## Reviewed exceptions - -List deliberate exceptions by test name in the project file, not in the test: - -```toml -[rules.rule_options.SQBRTEST203] -allowed_tests = ["customers__empty_inputs_produce_no_rows"] -``` - -`allowed_tests` must be a list of strings. For a parameterized test, an entry may name the whole -test or one expanded case. An entry that names no existing test is reported as stale. - -## Interaction with minimum tests - -Tests matched by `SQBRTEST203` do not count toward `min_tests_per_model`, whether or not -`SQBRTEST203` is selected, so filler cannot satisfy the minimum. Tests listed in `allowed_tests` are -reviewed exceptions and do count. A `SQBRTEST202` finding reports how many empty-input-only tests -it did not count. diff --git a/docs/warm-compile-performance.md b/docs/warm-compile-performance.md deleted file mode 100644 index d349b27506..0000000000 --- a/docs/warm-compile-performance.md +++ /dev/null @@ -1,48 +0,0 @@ -# Varied warm-compile guard - -`make test-e2e-varied-cache-performance` exercises a generated 1,000-model order -project in fresh CLI processes. The cache performance CI job runs this guard in a -4GiB cgroup with swap disabled, alongside the existing scaling benchmarks. - -The workload uses independently authored synthetic SQL. It retains the dense -fixture's sources, seeds, SQL functions, audits, scoped Python macros, SQL tests, -all built-in rules and one isolated custom project rule. It adds a shared dependency -graph and varies the actual expressions: CASE, aggregate windows, array indexing, -null handling, grouped queries, lateral joins and unions. - -## Structural protection - -The guard measures structure from compiled SQL and model dependencies. It requires: - -- At least 950 distinct operator-tree shapes. Identifier names and literal values - do not count toward this diversity measurement. -- A connected component containing at least 900 models. -- Dependency depth between 40 and 60 models, with 150–400 leaf models. - -These checks prevent a fixture change from silently replacing the workload with -mostly repeated queries or independent shallow chains. Structural diversity is -still a proxy for application workloads; private acceptance measurements remain -separate from this public synthetic fixture. - -## Cache and correctness protection - -The guard measures initial cache fill, an unchanged warm compile, a leaf SQL edit, -a shared upstream SQL edit and a Python macro edit. Each edit is followed by an -unchanged compile and an uncached oracle with both analysis and rule cache reuse -disabled. Project configuration is restored after each oracle. - -Every edited cached result must match its oracle's semantic JSON and every compiled -artifact. Unchanged runs must reuse analysis for every model. Edit runs must record -both reuse and invalidation, rather than treating a high cache-hit count alone as -evidence of correctness. A smaller integration fixture executes its generated SQL -tests in DuckDB with the standard rules enabled. - -Warm and edit budgets apply to complete fresh-process CLI wall time, including -discovery, macro expansion, lint, rules, artifacts and output. SQL-analysis timing -alone is insufficient: these other phases can dominate after analysis is cached. - -The initial ceilings are 24s for cache fill, 10s for unchanged warm compiles and -13s for edits, with a 2GiB process-RSS ceiling and the separate 4GiB combined CI -limit. These are regression ceilings with hosted-execution headroom, not promised -application timings. Golden fingerprints also protect the baseline and edited -outputs across compiler releases. diff --git a/src/sqlbuild/runtime/compute_logs/README.md b/src/sqlbuild/runtime/compute_logs/README.md index d2587871ca..8534f6c998 100644 --- a/src/sqlbuild/runtime/compute_logs/README.md +++ b/src/sqlbuild/runtime/compute_logs/README.md @@ -15,5 +15,5 @@ The local implementation rejects symlink roots and path escapes but leaves modes ownership and the process umask. It is host-local and may contain sensitive output. It does not provide object storage, lifecycle authority, or a cross-host log service. -Selected public API examples and the operator walkthrough are documented in -[`docs/execution-observability.md`](../../../../docs/execution-observability.md). +Operator documentation is at +[docs.sqlbuild.com/concepts/observability](https://docs.sqlbuild.com/concepts/observability). diff --git a/src/sqlbuild/runtime/event_exporting/README.md b/src/sqlbuild/runtime/event_exporting/README.md index 76b6c2fc03..68ff9dfb11 100644 --- a/src/sqlbuild/runtime/event_exporting/README.md +++ b/src/sqlbuild/runtime/event_exporting/README.md @@ -74,5 +74,5 @@ declarations without discovering providers. If those modules contain only helper not import project providers or construct exporter queue, dispatcher, or notification threads. Normal command-owned project discovery remains responsible for providers needed by nodes and hooks. -The project declaration, configuration, delivery, security, and failure contract is documented in -[`docs/sinks.md`](../../../../docs/sinks.md). +The project declaration, configuration, delivery, security, and failure contract is documented at +[docs.sqlbuild.com/concepts/observability/sinks](https://docs.sqlbuild.com/concepts/observability/sinks). diff --git a/src/sqlbuild/runtime/execution_history/README.md b/src/sqlbuild/runtime/execution_history/README.md index fc86f33ad9..26ebad4133 100644 --- a/src/sqlbuild/runtime/execution_history/README.md +++ b/src/sqlbuild/runtime/execution_history/README.md @@ -77,6 +77,3 @@ failure internally. The caller must discard the failed backend, construct a new secret-resolved DSN, and retry the same deterministic `event_id`. Canonical-content comparison then returns the committed fact as an idempotent no-op or rejects conflicting reuse. Errors produced in this recovery path remain DSN- and credential-free. - -Selected public API examples and local/deployed operator walkthroughs are in -[`docs/execution-history.md`](../../../../docs/execution-history.md). diff --git a/src/sqlbuild/runtime/observability/README.md b/src/sqlbuild/runtime/observability/README.md index b0a22135e8..d2ed7e72e0 100644 --- a/src/sqlbuild/runtime/observability/README.md +++ b/src/sqlbuild/runtime/observability/README.md @@ -121,5 +121,5 @@ check metadata, full SQL, raw process output, arbitrary user output, and unbound never copied into the integration stream. They remain available through final aggregate output and compute logs after process exit. -The complete operator contract, path ownership, migration mapping, and failure matrix are in -[`docs/execution-observability.md`](../../../../docs/execution-observability.md). +Operator documentation is at +[docs.sqlbuild.com/concepts/observability](https://docs.sqlbuild.com/concepts/observability). From 12a378ac746520831c0940f5cddf23bb22d2178c Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 13:24:29 +0100 Subject: [PATCH 04/27] docs: explain configurable replay windows on the landing page --- website/index.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/index.html b/website/index.html index 16c3ccefbe..466fd20bb7 100644 --- a/website/index.html +++ b/website/index.html @@ -238,7 +238,7 @@

Test the logic, not just the columns

Know what will rebuild, and why

- sqb plan shows why each model will run and how much it will rebuild. A new column rebuilds 14 days, not the full history, because that's the replay window this model sets. + sqb plan shows why each model will run and how much it will rebuild. You choose per model how far a change replays: forward only, a set window like 14 days, or the full history. 

sqb plan --select daily_order_rollup+

From 322cfa12cff45fb1cd137eb27728f7600aff836d Mon Sep 17 00:00:00 2001
From: Kevin Longe <273747162+kvlonge@users.noreply.github.com>
Date: Fri, 25 Sep 2026 13:28:31 +0100
Subject: [PATCH 05/27] docs: tighten landing page feature cards

---
 website/index.html | 16 +++++-----------
 1 file changed, 5 insertions(+), 11 deletions(-)

diff --git a/website/index.html b/website/index.html
index 466fd20bb7..360d40d9e9 100644
--- a/website/index.html
+++ b/website/index.html
@@ -330,17 +330,11 @@ 
Built for safe change

 					

 						

 							
Audits that block bad data

-							

-								Full builds go to a staging table and only replace production if their audits pass. Incremental
-								batches are checked before they are written.
-							

+							
Failing audits stop bad data before it reaches production, for full builds and incremental batches alike.

 						

 						

 							
Data contracts

-							

-								Declare a model's columns and types. SQLBuild checks them at compile time, and again on the built
-								table before it replaces production.
-							

+							
Declared columns and types, checked at compile time and again before the table replaces production.

 						

 						

 							
Column lineage

@@ -351,12 +345,12 @@ 
End-to-end scenarios

 							
Run the real model graph against test data, then replay it locally on DuckDB in CI.

 						

 						

-							
Incremental processing

-							
Picks up from the last data actually written, with microbatches for large ranges.

+							
Python macros

+							
Logic lives in plain, testable Python functions, not Jinja blocks in your SQL.

 						

 						

 							
Python in the same graph

-							
Loaders, tasks, assets and checks run alongside your SQL models in one build.

+							
Loaders, tasks, assets and checks run in the same build as your SQL.

 						

 					

 				

From d14dfbb3feef0618b41066960e4547e474f7479e Mon Sep 17 00:00:00 2001
From: Kevin Longe <273747162+kvlonge@users.noreply.github.com>
Date: Fri, 25 Sep 2026 13:57:22 +0100
Subject: [PATCH 06/27] docs: use the real SQLBuild logo on the landing page

---
 website/assets/logo-dark.png  | Bin 0 -> 19787 bytes
 website/assets/logo-light.png | Bin 0 -> 17708 bytes
 website/index.html            |   4 ++--
 website/styles.css            |  13 +++++++++----
 4 files changed, 11 insertions(+), 6 deletions(-)
 create mode 100644 website/assets/logo-dark.png
 create mode 100644 website/assets/logo-light.png

diff --git a/website/assets/logo-dark.png b/website/assets/logo-dark.png
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HcmV?d00001

diff --git a/website/index.html b/website/index.html
index 360d40d9e9..5c289a5387 100644
--- a/website/index.html
+++ b/website/index.html
@@ -31,8 +31,8 @@
 		

 			

 				
-					
-					SQLBuild
+					SQLBuild
+					SQLBuild
 				
 				

+						

+							

+								08 · Tidy up safely
+								
Archive old tables before deleting them

+								

+									The janitor renames tables your project no longer builds, and only drops them once the archive expires, 14 days later by default.
+								

+							

+
sqb janitor
+Janitor preview  prod
+  relations to archive   1
+  archives to delete     0
+  archive retention      14 days
+
+Relations to archive
+  prod.weekly_revenue  ->  prod._sqb_archive__20260925t155417z__weekly_revenue  …

+						

 					
 					

 						Real output from SQLBuild's example project, trimmed to the relevant lines. During a migration the old
-						table is never modified, and every move is recorded.
-						How migrations work
+						table is never modified, archives can be renamed back until they expire, and every move is recorded.
+						How migrations work ·
+						How the janitor works
 					

 				
 			

From b15738e56926a94c1ea02ea4bb347a60eaf1aaa5 Mon Sep 17 00:00:00 2001
From: Kevin Longe <273747162+kvlonge@users.noreply.github.com>
Date: Fri, 25 Sep 2026 16:57:38 +0100
Subject: [PATCH 17/27] docs: rewrite the docs introduction around the landing
 page message

---
 website/src/content/docs/docs/index.mdx | 270 ++++--------------------
 1 file changed, 41 insertions(+), 229 deletions(-)

diff --git a/website/src/content/docs/docs/index.mdx b/website/src/content/docs/docs/index.mdx
index 5398c5be03..ebce1dab2d 100644
--- a/website/src/content/docs/docs/index.mdx
+++ b/website/src/content/docs/docs/index.mdx
@@ -1,257 +1,69 @@
 ---
 title: "Introduction"
-description: "Verify early, test properly, and deploy reversibly. SQL pipelines with the rigor of real software - free and open source."
+description: "The refactorable warehouse. Verify early, test properly, and refactor safely."
 ---
 
 import Card from '../../../components/mintlify/Card.astro';
 import CardGroup from '../../../components/mintlify/CardGroup.astro';
-import Frame from '../../../components/mintlify/Frame.astro';
 
-**Valid isn't the same as correct.** Your SQL compiles, runs, and returns rows - none of that means the number is right, and a silently-wrong number a stakeholder already trusted is the bug that actually hurts.
+SQLBuild is a free, open-source framework for SQL and Python data pipelines. It brings compile-time
+checks, tests and diffs to your warehouse, so you can change it as often as you change your code.
 
-SQLBuild brings software-engineering rigor to SQL pipelines: **verify early, test properly, deploy reversibly.** Catch errors before the warehouse runs them and test your logic locally - with change-aware builds and reversible deploys there when you need them, not forced on you on day one. It is a standalone framework for building SQL and Python data pipelines - free and open source.
-
-## Test properly
-
-Most data testing checks for nulls and uniqueness. That tells you a column isn't empty, not that your logic is right. SQLBuild tests the logic.
-
-- **Multi-model tests.** Mock your sources, assert on the model you care about, and SQLBuild resolves every intermediate model from its real SQL. One test file can cover a whole stretch of your pipeline.
-- **E2E scenario tests with local replay.** Build the real model graph against coherent fixtures in isolated relations, capture the result as JSONL, and replay it locally through DuckDB. CI runs full end-to-end tests with zero warehouse credentials or compute.
-- **Macro-powered mocks.** Tests are SQL, so they support macro calls - write reusable mock generators instead of copy-pasting fixtures.
-
-```sql
--- Mock two sources, assert on the final mart.
--- stg_orders and stg_payments resolve automatically from their real SQL.
-TEST();
-
-WITH
-__source__raw__orders AS (
-  @mock_orders()
-),
-__source__raw__payments AS (
-  SELECT
-    1 AS payment_id,
-    1 AS order_id,
-    1500 AS amount_cents,
-    'credit_card' AS method
-),
-__expected__fact_orders AS (
-  SELECT
-    1 AS order_id,
-    100 AS customer_id,
-    1500 AS total_cents,
-    'credit_card' AS payment_method
-)
-SELECT 1
-```
-
-See [Testing](/docs/concepts/testing) for SQL unit tests and [Scenarios](/docs/concepts/scenarios) for local
-E2E replay.
+Valid SQL isn't the same as correct SQL. A query can compile, run and return rows, and still produce
+a wrong number that people already trust. SQLBuild is built to catch that before it reaches
+production.
 
 ## Verify early
 
-Before any model runs, SQLBuild does static analysis of your project - offline, no warehouse connection needed.
-
-- **Catch errors at compile.** SQL syntax, type inference, contract checks, and column lineage all run before execution. A bad reference or a type mismatch fails at compile, with an error that points at the line - not halfway through a warehouse run.
-- **Turn review decisions into compiler checks.** Configure [Rules](/docs/concepts/rules) over compiler-owned SQL, models, dependencies, contracts, tests, and project paths.
-- **Format separately.** `sqb format` owns deterministic source rewriting; Rules remain diagnostic-only.
-- **Fast, because it's Rust where it counts.** Static analysis runs on [Polyglot](https://github.com/tobilg/polyglot), a Rust SQL engine (MIT, 32+ dialects), so compile stays quick even on large projects.
-- **Open, not paywalled.** The static analysis is part of the Apache-2.0 core - no proprietary engine, no separate login, and no paid tier gating the smart checks.
-
-## Plans that explain every build
-
-**Start simple.** By default, `sqb build` runs your full selection - the same predictable mental model as dbt, with nothing to configure. For many projects, that is all they will ever need.
-
-Every model, seed, function, and Python node has a versioned identity. SQLBuild uses those identities
-to explain query and configuration changes, propagate upstream changes, choose incremental replay
-actions, and protect scoped builds from stale dependencies. Direct mode still runs the selected
-scope; change detection makes that plan explicit rather than silently changing what was selected.
-
-[Virtual environments](/docs/concepts/virtual-environments) add version reuse and optional stale-driven
-execution when a project needs isolated previews, promotion, and rollback.
-
-The planner carries that evidence across the whole graph:
-
-- **Models and functions:** query, configuration, and dependency identities explain local and cascaded changes.
-- **Seeds:** content and load-affecting configuration identify when a seed changed.
-- **Audits:** audit evidence is associated with the model version it validated.
-- **Source freshness:** observable source data versions can affect downstream plans, with lag tolerance to avoid jitter.
-- **Cascade propagation:** when a model does change, the signal propagates downstream, with configurable replay windows (`replay_on_change`).
-- **Python nodes:** source and dependency identities appear in plans; skip/run remains user-controlled through `ctx.skip()`.
-
-In direct mode, this evidence is stored as append-only rows in your warehouse. Virtual environments
-use their configured state backend for environment-scoped version bindings.
-
-## Deploy reversibly (opt-in)
-
-By default, SQLBuild runs in direct mode with state as append-only rows in your warehouse. When you want more, [virtual environments](/docs/concepts/virtual-environments) add a reversibility layer on top:
-
-- **Instant branching, promotion, and rollback** as low-copy pointer operations.
-- **Partial promotion.** Promote the models that are ready without re-running everything downstream of them - you don't have to rebuild the whole closure to ship one fix.
-- **Checkpoints and reconciliation** so a bad change is something you undo, not an incident.
-
-Virtual environments are opt-in, not a tax you pay upfront - direct mode stays the default, so the floor stays low and you reach for them only when a workflow needs them.
-
-## Supported adapters
-
-SQLBuild works with **DuckDB, MotherDuck, Snowflake, BigQuery, Databricks, PostgreSQL, and SQL Server** today. Support for ClickHouse, Redshift, Trino, Spark, and Athena is on the way.
-
-DuckDB runs entirely locally, so you can try SQLBuild and run full E2E tests without any warehouse credentials. Head to the [Quickstart](/docs/quickstart) to get a project running in minutes, or see [Adapters](/docs/concepts/adapters) for connection setup.
-
-## More in SQLBuild
-
-### Familiar SQL models
-
-Models are SQL files with a `MODEL()` header and a `SELECT`. References to other models and sources use `__ref()` and `__source()`, and configuration, schema, and audits are declared inline in the header. If you know dbt or SQLMesh, you already know the shape.
-
-```sql
--- models/marts/fact_orders.sql
-MODEL (
-  materialized table,
-  columns (
-    order_id (audits [not_null, unique]),
-  ),
-);
+Before anything runs, `sqb compile` analyses the whole project offline, with no warehouse
+connection. It checks SQL, model references and declared [contracts](/docs/concepts/models/contracts),
+and traces [column lineage](/docs/concepts/column-lineage). [Rules](/docs/concepts/rules) turn
+decisions from code review into compile errors, and
+[declaration scopes](/docs/concepts/declaration-scopes) keep enums, constants and macros visible only
+where they are used.
 
-SELECT
-  o.order_id,
-  o.customer_id,
-  p.amount_cents AS total_cents,
-  p.method AS payment_method
-FROM __ref("stg_orders") o
-JOIN __ref("stg_payments") p USING (order_id)
-```
-
-### Python macros, not Jinja
-
-- **Real Python functions:** Macros are plain Python, called with `@macro()` in SQL. Testable, debuggable, and composable with standard tooling - no Jinja, no string-templating language to wrangle.
-
-```python
-# macros/grant_target.py
-def grant_target(target):
-    return f"GRANT SELECT ON {target} TO analyst_role"
-```
-
-### Audits that block bad data
-
-- **Full table builds:** SQLBuild materializes into a staging table and runs `error`-severity audits before promotion. If any fail, the swap is blocked and the production table is untouched.
-- **Incremental models:** Delta-phase audits validate each batch before DML is applied. Bad data is caught before it reaches the target.
-- **Measured quality:** Measurement audits evaluate values against warning/error thresholds, distinguish insufficient samples, and can retain bounded evidence and immutable result history.
-
-### Incremental processing
-
-- **Cursor-based replay:** SQLBuild resumes by reading the highest timestamp or integer value already in the target table. If a model fails for several runs, the next successful build picks up from the last data it actually wrote, with no manual backfilling.
-- **Microbatch mode:** Split large replay windows into configurable batches, each with its own audit cycle. Or process the full range in one pass, the choice is per-model.
-- **Replay on change:** When a model's version identity changes, `replay_on_change` controls how much data to reprocess: `forward` (default, just run the next delta), `bounded-14d` (replay a window), or `full` (rebuild the table).
-
-### Python you can read and extend
-
-- **The framework is Python.** Adapters, macros, hooks, providers, custom materializations, and Python nodes are all plain Python you can read and extend. (The SQL analysis underneath runs on Rust via Polyglot - see [Verify early](#verify-early) - so the code you work with stays Python while compile stays fast.)
-
-### Testing in depth
-
-Beyond the multi-model tests shown above, SQLBuild runs end-to-end scenario tests against the real model graph, with local replay and property assertions.
-
-- **Real graph execution:** Define coherent fixture inputs, and SQLBuild builds the real model graph against them in isolated warehouse relations. Test end-to-end business logic across your entire pipeline, not just one model at a time.
-- **Local replay without a warehouse:** Capture scenario fixtures as JSONL snapshots, then replay them locally through DuckDB. CI pipelines run full E2E tests with zero warehouse credentials or compute cost.
-- **Zero-row assertions:** Write property checks that pass when no rows violate a condition. Useful for invariants like "no negative revenue" or "no duplicate customer IDs" alongside full expected-output comparisons.
-
-```sql
-SCENARIO (
-  description "Daily revenue includes only successful payments",
-  tags ["revenue"]
-);
-
-WITH
-__ref__stg_orders AS (
-  SELECT 1 AS order_id, 10 AS customer_id, 'completed' AS status
-),
-__ref__stg_payments AS (
-  SELECT
-    1 AS payment_id,
-    1 AS order_id,
-    1700 AS amount_cents,
-    'success' AS payment_status
-),
-__expected__daily_revenue AS (
-  SELECT
-    CAST('2026-04-01' AS DATE) AS revenue_date,
-    1700 AS total_revenue_cents
-),
-__assert__all_orders_have_payments AS (
-  SELECT * FROM __ref("fact_orders") WHERE payment_amount_cents IS NULL
-)
-SELECT 1
-```
-
-### Python nodes
-
-Grow beyond warehouse-only SQL without leaving the graph. Python nodes are ordinary functions, decorated to become first-class nodes in the same DAG as your SQL models, and they run as part of `sqb build`. There are four kinds:
-
-- **Loaders** (`@loader`) load external data into managed sources, with incremental write strategies (table, append, delete_insert, merge), cursor-based loading, and concurrent execution.
-- **Tasks** (`@task`) run Python computation or side effects as graph nodes.
-- **Assets** (`@asset`) produce or observe external artifacts, with optional columns and lineage.
-- **Checks** (`@check`) validate tasks, assets, and loaders, and run during `sqb build` or on their own with `sqb check`.
-
-```python
-from sqlbuild.loaders import loader
-from sqlbuild.executor.load.models import LoaderContext
-
-@loader
-def raw_orders(ctx: LoaderContext):
-    if ctx.current_cursor_value is None:
-        return fetch_all_orders()
-    return fetch_orders_since(ctx.current_cursor_value)
-```
-
-SQL models never depend on Python nodes - the only path from Python into SQL is a loader populating a source - so the SQL graph stays fully analyzable on its own. Nodes can also be generated programmatically with `@factory`. See [Python Nodes](/docs/concepts/python-nodes/overview).
-
-### Multi-target workflows
-
-- **Data diffs:** Compare schemas and row-level data between targets (or virtual environments) with `sqb diff prod:dev`.
-
-
-  SQLBuild diff output showing schema comparison, row-level differences, and changed column values between prod and dev targets
-
-- **Zero-copy cloning:** Branch targets instantly with `sqb clone` without duplicating data.
-- **Deferred references:** Resolve a production namespace with `--defer-to` through the active target's connection while building in dev.
-- **No manifest required:** Clone, diff, and defer work directly against live targets. No `manifest.json` generation, no artifact management, no stale state.
-
-### Extensibility
+## Test properly
 
-- **User-defined functions:** SQL and Python UDFs managed as part of your project. Functions participate in the DAG - definition changes trigger rebuilds of dependent models. Table functions provide predicate-pushdown-friendly alternatives to final-layer views.
-- **Custom materializations:** Write materialization logic in Python with full framework integration - including audit hooks, schema change signals, and query change detection.
+[SQL unit tests](/docs/concepts/testing) mock your sources, resolve every model in between from its
+real SQL, and compare the output with what you expect. [Scenarios](/docs/concepts/scenarios) build the
+real model graph against test data, then replay it locally on DuckDB in CI.
+[Audits](/docs/concepts/audits) check each build before it replaces production.
 
-```python
-def materialize(ctx: MaterializationContext) -> MaterializationResult:
-    stale = find_untracked_partitions(ctx)
+## Refactor safely
 
-    for partition in stale:
-        ctx.adapter.create_table_as(ctx.connection, target=staging, sql=partition_sql)
-        ctx.run_audits(staging)  # same audit guarantees as built-in types
-        ctx.execute_sql(f"INSERT INTO {ctx.destination} SELECT * FROM {staging}")
+[`sqb plan`](/docs/concepts/planning) shows why each model will run and how much it will rebuild.
+[`sqb diff`](/docs/concepts/diff) compares real data between targets before a change ships. When you
+rename a model, a [migration](/docs/concepts/models/migrations) moves its table instead of rebuilding
+its history, and the [janitor](/docs/cli/janitor) archives tables the project no longer builds before
+it deletes them.
 
-    return MaterializationResult(relation=ctx.destination)
-```
-- **Path-between selectors:** `--select fact_orders~daily_activity_rollup` selects every model on the shortest path between two nodes, with optional upstream/downstream expansion.
+## How it fits together
 
-## What's next
+| Step | Command | What it does |
+|------|---------|--------------|
+| Compile | [`sqb compile`](/docs/cli/compile) | Checks the project offline |
+| Test | [`sqb test`](/docs/cli/test) | Runs SQL unit tests |
+| Plan | [`sqb plan`](/docs/cli/plan) | Shows what will run, why, and how much it will rebuild |
+| Build | [`sqb build`](/docs/cli/build) | Runs tests, builds models in dependency order, and blocks bad data with audits |
+| Compare | [`sqb diff`](/docs/cli/diff) | Compares schemas and rows between two targets |
 
-- **Broader adapter support** - ClickHouse, Redshift, Trino, Spark, Athena
+SQLBuild works with DuckDB, MotherDuck, Snowflake, BigQuery, Databricks, PostgreSQL and SQL Server.
+DuckDB runs locally, so you can try everything without warehouse credentials. See
+[Adapters](/docs/concepts/adapters) for connection setup.
 
-## Quick links
+## Where to start
 
 
   
-    Get a project running locally in minutes.
+    Build a complete example project locally in a minute.
   
-  
-    Reference for SQLBuild commands and flags.
+  
+    Run SQLBuild alongside an existing dbt project.
   
   
-    Understand models, incremental strategies, audits, and selectors.
+    Models, tests, audits, planning and the rest.
   
-  
-    E2E tests with local DuckDB replay.
+  
+    Every command and flag.
   
 

From 8abb833acbca5b9cd511c2b33a23617a826d4c3f Mon Sep 17 00:00:00 2001
From: Kevin Longe <273747162+kvlonge@users.noreply.github.com>
Date: Fri, 25 Sep 2026 16:57:38 +0100
Subject: [PATCH 18/27] docs: remove virtual environments from the docs

---
 website/README.md                             |   2 +-
 website/src/content/docs/docs/cli/build.mdx   |   7 +-
 website/src/content/docs/docs/cli/clone.mdx   |   4 +-
 website/src/content/docs/docs/cli/diff.mdx    |   6 +-
 .../src/content/docs/docs/cli/freshness.mdx   |   9 -
 website/src/content/docs/docs/cli/janitor.mdx |  12 +-
 website/src/content/docs/docs/cli/plan.mdx    |   1 -
 .../src/content/docs/docs/cli/playground.mdx  |   9 -
 website/src/content/docs/docs/cli/promote.mdx |  45 ----
 .../src/content/docs/docs/cli/reconcile.mdx   |  63 -----
 .../src/content/docs/docs/cli/rollback.mdx    |  45 ----
 website/src/content/docs/docs/cli/state.mdx   | 120 ----------
 .../concepts/dbt-compatibility/overview.mdx   |   2 +-
 .../src/content/docs/docs/concepts/diff.mdx   |  13 +-
 .../docs/docs/concepts/models/migrations.mdx  |   2 +-
 .../content/docs/docs/concepts/planning.mdx   |  25 +-
 .../concepts/planning/source-freshness.mdx    |   8 +-
 .../docs/concepts/project-configuration.mdx   |   7 +-
 .../docs/concepts/python-nodes/overview.mdx   |   2 +-
 .../concepts/python-nodes/sql-references.mdx  |   6 +-
 .../content/docs/docs/concepts/sources.mdx    |   3 +-
 .../docs/concepts/virtual-environments.mdx    | 110 ---------
 .../virtual-environments/adopt-detach.mdx     | 114 ---------
 .../virtual-environments/building.mdx         | 219 ------------------
 .../concepts/virtual-environments/clone.mdx   |  74 ------
 .../concepts/virtual-environments/diff.mdx    |  58 -----
 .../concepts/virtual-environments/janitor.mdx |  73 ------
 .../concepts/virtual-environments/locks.mdx   |  57 -----
 .../virtual-environments/promotion.mdx        |  69 ------
 .../virtual-environments/reconcile.mdx        |  71 ------
 .../virtual-environments/recovery.mdx         | 112 ---------
 .../virtual-environments/rollback.mdx         | 106 ---------
 .../concepts/virtual-environments/setup.mdx   | 174 --------------
 .../content/docs/docs/feature-comparison.mdx  |   8 +-
 website/src/navigation.mjs                    |  23 +-
 35 files changed, 40 insertions(+), 1619 deletions(-)
 delete mode 100644 website/src/content/docs/docs/cli/promote.mdx
 delete mode 100644 website/src/content/docs/docs/cli/reconcile.mdx
 delete mode 100644 website/src/content/docs/docs/cli/rollback.mdx
 delete mode 100644 website/src/content/docs/docs/cli/state.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/adopt-detach.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/building.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/clone.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/diff.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/janitor.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/locks.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/promotion.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/reconcile.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/recovery.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/rollback.mdx
 delete mode 100644 website/src/content/docs/docs/concepts/virtual-environments/setup.mdx

diff --git a/website/README.md b/website/README.md
index 84ec77d5bc..2730e5c091 100644
--- a/website/README.md
+++ b/website/README.md
@@ -3,7 +3,7 @@
 The SQLBuild website: the homepage at `/` and the documentation at `/docs/`, built as one [Astro Starlight](https://starlight.astro.build) site and styled to match the SQLBuild UI.
 
 - `public/index.html` and `public/styles.css`: the homepage, plain static HTML and CSS. Its terminal examples come from `sqb playground waffle-shop` output, trimmed to the relevant lines. Step 01's compile output is a placeholder until compile reports unknown columns and type mismatches.
-- `src/content/docs/docs/`: the documentation pages (MDX). `src/navigation.mjs` holds the sidebar and redirects.
+- `src/content/docs/docs/`: the documentation pages (MDX), first ported from the Mintlify docs and now edited here. `src/navigation.mjs` holds the sidebar and redirects.
 - `src/components/`: the page layout, header and page title, replacing Starlight's defaults. `src/components/mintlify/` has drop-in versions of the Mintlify components the pages use (`Card`, `CardGroup`, `Frame`, `Note`, `Warning`).
 - `public/fonts/`: self-hosted fonts, each with its licence.
 
diff --git a/website/src/content/docs/docs/cli/build.mdx b/website/src/content/docs/docs/cli/build.mdx
index be64f49b50..6797718071 100644
--- a/website/src/content/docs/docs/cli/build.mdx
+++ b/website/src/content/docs/docs/cli/build.mdx
@@ -5,9 +5,7 @@ sidebar:
   label: "build"
 ---
 
-Compiles, plans, and executes the selected build lifecycle. Direct mode runs the full selected
-scope. [Virtual environments](/docs/concepts/virtual-environments) can additionally use
-`--changes-only` to build work not already represented by the target VDE's bound versions. Use
+Compiles, plans, and executes the selected build lifecycle, running the full selected scope. Use
 `--no-tests` and `--no-audits` to skip validation for fast iteration.
 
 ## Usage
@@ -21,7 +19,6 @@ sqb --project-dir  build [flags]
 | Flag | Description |
 |------|-------------|
 | `--target` | Build against a configured target instead of the active/default target |
-| `--changes-only` | Virtual mode only: build work not already bound to its expected VDE version |
 | `--no-tests` | Skip SQL unit tests |
 | `--no-audits` | Skip audits |
 | `--no-python` | Skip read-side Python tasks and assets (loader-side Python still runs for selected sources) |
@@ -61,7 +58,7 @@ This replaces the former `sqb run` command. The full lifecycle (tests + audits)
 2. Seeds are loaded (if changed)
 3. Source audits run before their dependent models (unless `--no-audits`)
 4. SQL unit tests run before their target model (unless `--no-tests`)
-5. Models are materialized in DAG topological order (virtual `--changes-only` limits this to stale work)
+5. Models are materialized in DAG topological order
 6. Error-severity audits run against the staging table before promotion to the target (unless `--no-audits`)
 
 ## Output
diff --git a/website/src/content/docs/docs/cli/clone.mdx b/website/src/content/docs/docs/cli/clone.mdx
index 52809d677d..d7bc526222 100644
--- a/website/src/content/docs/docs/cli/clone.mdx
+++ b/website/src/content/docs/docs/cli/clone.mdx
@@ -15,8 +15,8 @@ When `--to` is omitted, the destination is the active target selected by `--targ
 `--from` selects only the origin namespace and its clone-origin policy. `--to`, or the active
 target when it is omitted, selects the sole physical connection used by the operation. The
 origin namespace must therefore be visible and readable through the destination connection.
-SQLBuild never resolves or opens the origin target's connection, including for direct,
-deferred, and virtual clone. Clone cannot perform a cross-account, cross-server, or cross-file
+SQLBuild never resolves or opens the origin target's connection, including for direct and
+deferred clone. Clone cannot perform a cross-account, cross-server, or cross-file
 transfer by opening a second connection.
 
 ## Usage
diff --git a/website/src/content/docs/docs/cli/diff.mdx b/website/src/content/docs/docs/cli/diff.mdx
index 2ffa2a6960..9b1687ba80 100644
--- a/website/src/content/docs/docs/cli/diff.mdx
+++ b/website/src/content/docs/docs/cli/diff.mdx
@@ -1,9 +1,9 @@
 ---
 title: "diff"
-description: "Compare schemas and data between targets or virtual environments."
+description: "Compare schemas and data between targets."
 ---
 
-Compares schemas and optionally row-level data between two build contexts: two targets (e.g. `prod:dev`) in direct mode, or two virtual environments when virtual mode is enabled. See [Data Diffs](/docs/concepts/diff) for detailed usage.
+Compares schemas and optionally row-level data between two targets (e.g. `prod:dev`). See [Data Diffs](/docs/concepts/diff) for detailed usage.
 
 ## Usage
 
@@ -13,7 +13,7 @@ sqb diff :  [flags]
 
 The first argument is a positional `FROM:TO` range. Exactly one mode is required: `--full`, `--schema-only`, or `--bounded `.
 
-In direct mode, `FROM` and `TO` are configured target names. Their database/schema namespaces remain
+`FROM` and `TO` are configured target names. Their database/schema namespaces remain
 authoritative, while the `TO` target's named connection executes the complete comparison and must
 be able to read both namespaces.
 
diff --git a/website/src/content/docs/docs/cli/freshness.mdx b/website/src/content/docs/docs/cli/freshness.mdx
index 7386f1bf14..b36a34b56a 100644
--- a/website/src/content/docs/docs/cli/freshness.mdx
+++ b/website/src/content/docs/docs/cli/freshness.mdx
@@ -20,7 +20,6 @@ sqb --project-dir  freshness [flags]
 | `--state` | Compare observations against stored freshness state from the last build |
 | `--fail-on-error` | Exit with code 1 if any source observation fails or is unknown |
 | `--fail-on-stale` | Exit with code 1 if any source has changed, is unknown, or errored (requires `--state`) |
-| `--virtual-env` | Read previous state from the specified virtual environment instead of direct state |
 | `--json` | Output as JSON instead of human-readable text |
 | `--json-output` | Write JSON output to a file path (also prints text to stdout unless `--json` is set) |
 | `--no-sql-analysis` | Disable compile-time SQL analysis (`--no-sql-validation` is an alias) |
@@ -97,14 +96,6 @@ Summary: observed=0 changed=1 unchanged=1 tolerated=1 unknown=0 errors=0
 | `unknown` | No freshness config and adapter metadata unavailable, or no previous state to compare against |
 | `error` | Observation failed (e.g. source table does not exist, query error) |
 
-### Virtual environment state
-
-To compare against state stored in a virtual environment instead of direct mode state:
-
-```bash
-sqb freshness --state --virtual-env pr_123
-```
-
 ## CI integration
 
 Use `--fail-on-error` to fail the pipeline if any source can't be observed:
diff --git a/website/src/content/docs/docs/cli/janitor.mdx b/website/src/content/docs/docs/cli/janitor.mdx
index 53a5064fe3..ab9a63931a 100644
--- a/website/src/content/docs/docs/cli/janitor.mdx
+++ b/website/src/content/docs/docs/cli/janitor.mdx
@@ -21,9 +21,9 @@ sqb --project-dir  janitor [flags]
 | `--retention-days` | Override the configured retention period (days) before a stale relation is archived |
 | `--direct-state-history-versions` | Override how many state-history versions are kept per identity |
 
-## Direct-mode lifecycle
+## Lifecycle
 
-In direct mode, the janitor never drops a live relation directly. Each stale relation goes through two stages:
+The janitor never drops a live relation directly. Each stale relation goes through two stages:
 
 1. **Archive.** Once a relation has been stale for `retention_days`, the janitor renames it in place, in the same schema, to:
 
@@ -86,7 +86,7 @@ delete_tracked_only = true
 exclude_patterns = ["audit_*", "tmp_*"]
 ```
 
-When `retention_days` is not set, direct mode uses `14` and virtual-environment mode uses `30`. See [Project Configuration](/docs/concepts/project-configuration#janitor) for every janitor setting.
+When `retention_days` is not set, it defaults to `14`. See [Project Configuration](/docs/concepts/project-configuration#janitor) for every janitor setting.
 
 ## Examples
 
@@ -105,10 +105,6 @@ sqb janitor --retention-days 7
 
 In addition to archiving stale relations, the janitor prunes old rows from `_sqlbuild_fingerprints` and `_sqlbuild_source_freshness`, keeping the latest `direct_state_history_versions` rows per identity (default `20`). This is configured separately from relation retention.
 
-## Virtual environments
-
-In virtual-environment mode, the janitor also cleans up expired environments, old checkpoints and unreferenced physical versions. See [Virtual environments: janitor](/docs/concepts/virtual-environments/janitor). Direct-mode archiving doesn't apply there. In both modes, relations whose names differ only by case from another relation in the same schema are reported and never dropped, and exclude patterns match regardless of case.
-
 ## Safety
 
-The janitor shows every planned archive and delete, with exact names, ages and expiry, then asks you to type an exact confirmation phrase. Use `--auto-approve` only in automation, or when you're certain.
+The janitor shows every planned archive and delete, with exact names, ages and expiry, then asks you to type an exact confirmation phrase. Relations whose names differ only by case from another relation in the same schema are reported and never dropped, and exclude patterns match regardless of case. Use `--auto-approve` only in automation, or when you're certain.
diff --git a/website/src/content/docs/docs/cli/plan.mdx b/website/src/content/docs/docs/cli/plan.mdx
index 97da6feeac..755b3ecc43 100644
--- a/website/src/content/docs/docs/cli/plan.mdx
+++ b/website/src/content/docs/docs/cli/plan.mdx
@@ -19,7 +19,6 @@ sqb --project-dir  plan [flags]
 |------|-------------|
 | `--no-sql-analysis` | Disable compile-time SQL analysis (`--no-sql-validation` is an alias) |
 | `--no-cache` | Bypass the reusable compile-analysis cache for this invocation |
-| `--changes-only` | Virtual mode only: show work not already bound to its expected VDE version |
 | `--no-python` | Exclude read-side Python tasks and assets from the plan |
 | `--defer-to` | Resolve unselected model references against another target |
 | `--as` | Compile for another target and show its plan, including [model migration](/docs/concepts/models/migrations) decisions, using the current connection. Inspection only. |
diff --git a/website/src/content/docs/docs/cli/playground.mdx b/website/src/content/docs/docs/cli/playground.mdx
index b722b1e7b1..4b94e7d775 100644
--- a/website/src/content/docs/docs/cli/playground.mdx
+++ b/website/src/content/docs/docs/cli/playground.mdx
@@ -22,7 +22,6 @@ The positional argument is the directory to create (default `sqlbuild-playground
 | `waffle_shop` | Default. DuckDB-backed project with models, tests, scenarios, and macros. |
 | `dagster` | Waffle shop project plus a `dagster/` directory with a ready-to-run `definitions.py`. |
 | `rivers` | Waffle shop project plus a `rivers_pipeline/` directory with a Rivers repository definition. |
-| `virtual` | Waffle shop with virtual environments enabled, a local DuckDB state store, loaders, and the full virtual lifecycle (build, promote, rollback). |
 | `python_nodes` | A small DuckDB project demonstrating [Python nodes](/docs/concepts/python-nodes/overview): a task feeding a loader, a model read by a Python asset through `ctx.relation(model(...))`, a soft-skip fan-in, `materialized=False`, and a Python check. |
 
 ## What it creates
@@ -69,14 +68,6 @@ cd sqlbuild-playground
 uv pip install 'sqlbuild[rivers]'
 uv run rivers dev rivers_pipeline.definitions
 
-# With virtual environments
-sqb playground --template virtual
-cd sqlbuild-playground
-sqb state init
-sqb build
-sqb build --virtual-env pr
-sqb promote --from pr --to dev
-
 # With Python nodes
 sqb playground --template python_nodes
 cd sqlbuild-playground
diff --git a/website/src/content/docs/docs/cli/promote.mdx b/website/src/content/docs/docs/cli/promote.mdx
deleted file mode 100644
index 7e1a04cc35..0000000000
--- a/website/src/content/docs/docs/cli/promote.mdx
+++ /dev/null
@@ -1,45 +0,0 @@
----
-title: "sqb promote"
-description: "Promote VDE refs from one virtual environment to another."
-sidebar:
-  label: "promote"
----
-
-Promotes model version refs from a source VDE to a target VDE. No models are rebuilt - promotion swaps pointers and refreshes logical views. Virtual mode only.
-
-## Usage
-
-```bash
-sqb promote --from  --to  [flags]
-```
-
-## Flags
-
-| Flag | Description |
-|------|-------------|
-| `--from` | Source VDE name (required) |
-| `--to` | Target VDE name (required) |
-| `--select`, `-s` | Select specific models to promote |
-| `--exclude` | Exclude specific models |
-| `--allow-partial-promotion` | Accept a working target VDE when partial promotion leaves downstream stale |
-| `--include-stale-upstreams` | Add required stale upstream refs to the promotion scope |
-| `--verbose`, `-v` | Show uncapped model sets |
-| `--var` | Set project variables |
-
-## Examples
-
-```bash
-# Promote all models from pr_123 to dev
-sqb promote --from pr_123 --to dev
-
-# Promote specific models
-sqb promote --from pr_123 --to dev --select fact_orders
-
-# Partial promotion with working target accepted
-sqb promote --from pr_123 --to dev --select fact_orders --allow-partial-promotion
-
-# Include stale upstreams for coherent partial promotion
-sqb promote --from pr_123 --to dev --select fact_orders --include-stale-upstreams
-```
-
-See [Promotion](/docs/concepts/virtual-environments/promotion) for details on promotion behavior, source requirements, and guards.
diff --git a/website/src/content/docs/docs/cli/reconcile.mdx b/website/src/content/docs/docs/cli/reconcile.mdx
deleted file mode 100644
index 79387eea47..0000000000
--- a/website/src/content/docs/docs/cli/reconcile.mdx
+++ /dev/null
@@ -1,63 +0,0 @@
----
-title: "sqb reconcile"
-description: "Diagnose and repair drift between virtual state and warehouse."
-sidebar:
-  label: "reconcile"
----
-
-Detects and repairs inconsistencies between the virtual state store and the warehouse. Virtual mode only.
-
-## Usage
-
-```bash
-sqb reconcile [--virtual-env ] [--model ]
-sqb reconcile repair-view --virtual-env  --model 
-sqb reconcile attach --virtual-env  --model  --physical-relation 
-```
-
-## Subcommands
-
-### (default)
-
-Run a diagnostic report without changing anything:
-
-```bash
-sqb reconcile --virtual-env dev
-```
-
-### repair-view
-
-Recreate a logical VDE view from trusted state refs:
-
-```bash
-sqb reconcile repair-view --virtual-env dev --model fact_orders
-```
-
-No confirmation needed. Idempotent (`CREATE OR REPLACE VIEW`).
-
-### attach
-
-Rebind a VDE model ref to a different tracked physical relation:
-
-```bash
-sqb reconcile attach --virtual-env dev --model fact_orders \
-  --physical-relation dev__sqb_physical.fact_orders__v_8f3a9c12
-```
-
-Requires confirmation by default.
-
-## Examples
-
-```bash
-# Diagnose issues
-sqb reconcile --virtual-env dev
-
-# Fix a missing view
-sqb reconcile repair-view --virtual-env dev --model fact_orders
-
-# Rebind a model to a different physical version
-sqb reconcile attach --virtual-env dev --model fact_orders \
-  --physical-relation dev__sqb_physical.fact_orders__v_71d0e4ab
-```
-
-See [Reconcile](/docs/concepts/virtual-environments/reconcile) for details on guards and when to use each subcommand.
diff --git a/website/src/content/docs/docs/cli/rollback.mdx b/website/src/content/docs/docs/cli/rollback.mdx
deleted file mode 100644
index 0e51b6b877..0000000000
--- a/website/src/content/docs/docs/cli/rollback.mdx
+++ /dev/null
@@ -1,45 +0,0 @@
----
-title: "sqb rollback"
-description: "Roll back a VDE to a prior finalized checkpoint."
-sidebar:
-  label: "rollback"
----
-
-Restores a virtual environment to a prior finalized checkpoint by rebinding its refs and refreshing logical views. Virtual mode only.
-
-## Usage
-
-```bash
-sqb rollback [flags]
-```
-
-## Flags
-
-| Flag | Description |
-|------|-------------|
-| `--virtual-env` | Target VDE name (defaults to active target name) |
-| `--checkpoint-id` | Restore a specific checkpoint instead of the previous one |
-| `--select`, `-s` | Roll back specific models only |
-| `--exclude` | Exclude specific models |
-| `--allow-partial-rollback` | Accept a working VDE when partial rollback leaves downstream stale |
-| `--include-stale-upstreams` | Add required upstream refs from the checkpoint |
-| `--verbose`, `-v` | Show uncapped model sets |
-| `--var` | Set project variables |
-
-## Examples
-
-```bash
-# Roll back to the previous finalized checkpoint
-sqb rollback
-
-# Roll back a specific VDE
-sqb rollback --virtual-env pr_123
-
-# Roll back to a specific checkpoint
-sqb rollback --checkpoint-id 
-
-# Partial rollback
-sqb rollback --select fact_orders --allow-partial-rollback
-```
-
-See [Rollback](/docs/concepts/virtual-environments/rollback) for details on checkpoints, rollback behavior, and guards.
diff --git a/website/src/content/docs/docs/cli/state.mdx b/website/src/content/docs/docs/cli/state.mdx
deleted file mode 100644
index ebc91460bb..0000000000
--- a/website/src/content/docs/docs/cli/state.mdx
+++ /dev/null
@@ -1,120 +0,0 @@
----
-title: "sqb state"
-description: "Manage the virtual mode state store."
-sidebar:
-  label: "state"
----
-
-Manages the virtual mode state store lifecycle, locks, and checkpoints. Requires `virtual_environments = true`.
-
-## Usage
-
-```bash
-sqb state  [flags]
-```
-
-## Subcommands
-
-### init
-
-Create state tables in the configured schema.
-
-```bash
-sqb state init
-```
-
-### migrate
-
-Back up the current state schema and re-initialize state tables. Creates a backup schema (e.g. `sqlbuild_state__backup_`) before re-initializing.
-
-```bash
-sqb state migrate
-```
-
-### rollback
-
-Restore state from a backup.
-
-```bash
-# Restore from the latest backup
-sqb state rollback
-
-# Restore from a specific backup
-sqb state rollback --backup-id 
-```
-
-### reset
-
-Drop all state tables. Requires `allow_reset = true` in the target state config and `--auto-approve` on the command line.
-
-```bash
-sqb state reset --auto-approve
-```
-
-### adopt
-
-Convert existing stateless warehouse relations into versioned physical relations with VDE views. Interactive only - requires typed confirmation.
-
-```bash
-sqb state adopt [--allow-copy]
-```
-
-| Flag | Description |
-|------|-------------|
-| `--allow-copy` | Allow CTAS copy fallback when native rename is not available |
-
-See [Adopt and Detach](/docs/concepts/virtual-environments/adopt-detach) for details.
-
-### detach
-
-Collapse a VDE back into stateless warehouse relations. Interactive only - requires typed confirmation. The VDE must be finalized.
-
-```bash
-sqb state detach [--allow-copy]
-```
-
-| Flag | Description |
-|------|-------------|
-| `--allow-copy` | Allow CTAS copy fallback when native rename is not available |
-
-### locks
-
-List active locks in the state store.
-
-```bash
-sqb state locks
-```
-
-### locks clear
-
-Clear a stuck lock.
-
-```bash
-sqb state locks clear  --force
-```
-
-Only clear locks when you are certain the holding operation is no longer running.
-
-### checkpoints list
-
-List finalized checkpoints for a VDE.
-
-```bash
-sqb state checkpoints list [--virtual-env ]
-```
-
-### checkpoints show
-
-Show the model refs stored in a checkpoint.
-
-```bash
-sqb state checkpoints show  [--virtual-env ]
-```
-
-### checkpoints diff
-
-Diff current VDE refs against a checkpoint.
-
-```bash
-sqb state checkpoints diff  [--virtual-env ]
-```
diff --git a/website/src/content/docs/docs/concepts/dbt-compatibility/overview.mdx b/website/src/content/docs/docs/concepts/dbt-compatibility/overview.mdx
index ec16a9f4bd..ae81b97805 100644
--- a/website/src/content/docs/docs/concepts/dbt-compatibility/overview.mdx
+++ b/website/src/content/docs/docs/concepts/dbt-compatibility/overview.mdx
@@ -8,7 +8,7 @@ import Note from '../../../../../components/mintlify/Note.astro';
 Use the dbt compatibility bridge to coordinate dbt selections with SQLBuild-owned models downstream of their outputs.
 
 
-SQLBuild reads the dbt manifest and drives the `dbt` CLI as a subprocess. dbt remains responsible for compiling and executing dbt-owned models; SQLBuild statically analyzes and executes only SQLBuild-owned models downstream. `sqb dbt` runs in direct mode, so change-aware execution and virtual environments are not supported by the bridge.
+SQLBuild reads the dbt manifest and drives the `dbt` CLI as a subprocess. dbt remains responsible for compiling and executing dbt-owned models; SQLBuild statically analyzes and executes only SQLBuild-owned models downstream. Change-aware execution is not supported by the bridge.
 
 
 ## Start with your existing dbt project
diff --git a/website/src/content/docs/docs/concepts/diff.mdx b/website/src/content/docs/docs/concepts/diff.mdx
index 7f8727564d..d50aec53e6 100644
--- a/website/src/content/docs/docs/concepts/diff.mdx
+++ b/website/src/content/docs/docs/concepts/diff.mdx
@@ -1,20 +1,15 @@
 ---
 title: "Data Diffs"
-description: "Compare schemas and data between targets or virtual environments to validate changes before promotion."
+description: "Compare schemas and data between targets to validate changes before they reach production."
 ---
 
 import Frame from '../../../../components/mintlify/Frame.astro';
 
-SQLBuild can compare schemas and row-level data between two build contexts. This lets you validate that changes produce the expected results before promoting them.
+SQLBuild can compare schemas and row-level data between two targets. This lets you validate that changes produce the expected results before they reach production.
 
-`sqb diff FROM:TO` compares:
+`sqb diff FROM:TO` compares two targets, for example `prod:dev`.
 
-- **two targets** (e.g. `prod:dev`) in direct mode, or
-- **two virtual environments** (VDEs) when [virtual environments](/docs/concepts/virtual-environments) are enabled.
-
-The mechanics below are identical for both; only what `FROM` and `TO` refer to changes.
-
-In direct mode, `FROM` and `TO` resolve the authoritative database/schema namespaces to compare.
+`FROM` and `TO` resolve the authoritative database/schema namespaces to compare.
 SQLBuild uses the `TO` target's named connection for the complete comparison and accesses both
 namespaces through fully qualified relations. It does not resolve or open the `FROM` target's
 connection. The `TO` connection must therefore be able to read both namespaces; missing credentials
diff --git a/website/src/content/docs/docs/concepts/models/migrations.mdx b/website/src/content/docs/docs/concepts/models/migrations.mdx
index ba5076c0a3..cee105fb62 100644
--- a/website/src/content/docs/docs/concepts/models/migrations.mdx
+++ b/website/src/content/docs/docs/concepts/models/migrations.mdx
@@ -5,7 +5,7 @@ description: "Keep the history of an incremental or snapshot model when you rena
 
 Renaming an incremental or snapshot model normally means rebuilding it from scratch under the new name, which loses any history the source data can no longer reproduce. A model migration moves the existing relation's data to the new name instead, then continues building incrementally.
 
-Migrations apply to incremental and snapshot models in direct mode. Virtual-environment builds reject `migrate_from`.
+Migrations apply to incremental and snapshot models.
 
 ## Declaring a migration
 
diff --git a/website/src/content/docs/docs/concepts/planning.mdx b/website/src/content/docs/docs/concepts/planning.mdx
index f7add57d0b..5904a668a2 100644
--- a/website/src/content/docs/docs/concepts/planning.mdx
+++ b/website/src/content/docs/docs/concepts/planning.mdx
@@ -16,14 +16,9 @@ Planning and selection are separate concerns:
   resource needs work, chooses the correct action for incremental models, propagates upstream
   changes, and warns when a partial selection would be incoherent.
 
-In the default **direct mode**, a build runs its selected scope. Change detection still matters: the
-plan can show query and configuration differences, calculate replay or full-refresh actions, and
-identify stale upstreams. It does not filter a direct build to stale models.
-
-[Virtual environments](/docs/concepts/virtual-environments) additionally bind each model to a versioned
-physical relation. Virtual builds can use those bindings to reuse existing versions or limit an
-invocation to stale work. That virtual execution behavior is documented under
-[Building in a virtual environment](/docs/concepts/virtual-environments/building#stale-driven-execution).
+A build runs its selected scope. Change detection still matters: the plan can show query and
+configuration differences, calculate replay or full-refresh actions, and identify stale upstreams.
+It does not filter a build to stale models.
 
 ## Reading a plan
 
@@ -92,16 +87,15 @@ The plan assigns reasons to explain detected work:
 | Upstream changed | A dependency change propagated to this model |
 | Run despite unchanged | A table's explicit policy requires another run despite an unchanged identity |
 
-These reasons explain the plan; they are not a promise that direct mode will skip entries labelled
-current. Direct builds execute the selected scope. Virtual mode can compare expected identities with
-the versions already bound to a VDE and avoid unnecessary version creation.
+These reasons explain the plan; they are not a promise that a build will skip entries labelled
+current. Builds execute the selected scope.
 
 ## Cascades and incremental actions
 
 Changes propagate through the DAG in dependency order. The resulting action depends on the
 materialization:
 
-- views are recreated when selected for a direct build;
+- views are recreated when selected;
 - tables rebuild when selected;
 - incremental models use their cursor state, backfill policy, and `replay_on_change` setting to
   determine the affected range; and
@@ -121,19 +115,16 @@ stale-upstream handling.
 
 ## Recorded state
 
-Direct mode records append-only planning evidence in the warehouse:
+SQLBuild records append-only planning evidence in the warehouse:
 
 - `_sqlbuild_fingerprints` stores resource identities;
 - `_sqlbuild_source_freshness` stores source observations; and
 - `_sqlbuild_node_results` stores Python node outcomes.
 
-The planner reads the latest applicable facts and appends new facts after successful work. Virtual
-mode stores version bindings and environment-scoped planning state in its configured state backend;
-see [Virtual environment setup](/docs/concepts/virtual-environments/setup).
+The planner reads the latest applicable facts and appends new facts after successful work.
 
 ## Related topics
 
 - [Cascade propagation](/docs/concepts/planning/cascade-propagation)
 - [Source freshness](/docs/concepts/planning/source-freshness)
 - [Selection and staleness](/docs/concepts/planning/selection-and-staleness)
-- [Building in a virtual environment](/docs/concepts/virtual-environments/building)
diff --git a/website/src/content/docs/docs/concepts/planning/source-freshness.mdx b/website/src/content/docs/docs/concepts/planning/source-freshness.mdx
index 4d30aef4a1..da72f9a6e6 100644
--- a/website/src/content/docs/docs/concepts/planning/source-freshness.mdx
+++ b/website/src/content/docs/docs/concepts/planning/source-freshness.mdx
@@ -5,8 +5,7 @@ description: "Observe external source changes and propagate them through plannin
 
 Source freshness lets SQLBuild observe whether external source data changed between runs. A changed
 observation propagates through the dependency graph, so plans can explain which downstream models
-are affected and choose the correct incremental action. In a virtual environment, the same signal
-also participates in [stale-driven execution](/docs/concepts/virtual-environments/building#stale-driven-execution).
+are affected and choose the correct incremental action.
 
 ## Configuration
 
@@ -28,9 +27,8 @@ For timestamp-based freshness, `lag_tolerance` controls how much the observed va
 
 ## State storage
 
-In direct mode, source freshness observations are appended to `_sqlbuild_source_freshness` in each
-target schema. In virtual mode, observations are scoped to the VDE in the configured state backend.
-In both modes, failed work does not replace the prior successful observation, so the next plan still
+Source freshness observations are appended to `_sqlbuild_source_freshness` in each target schema.
+Failed work does not replace the prior successful observation, so the next plan still
 sees the pending source change.
 
 Direct observations are resolved across all target schemas in the project, so a source referenced by
diff --git a/website/src/content/docs/docs/concepts/project-configuration.mdx b/website/src/content/docs/docs/concepts/project-configuration.mdx
index 1399f7fa98..fdfc8c2726 100644
--- a/website/src/content/docs/docs/concepts/project-configuration.mdx
+++ b/website/src/content/docs/docs/concepts/project-configuration.mdx
@@ -299,8 +299,6 @@ default_audit_run_scope = "final"
 | Field | Default | Description |
 |-------|---------|-------------|
 | `sql_analysis` | `true` | Enable SQL syntax analysis, column binding, type inference, output inference, and semantic validation at compile time |
-| `changes_only` | `false` | In virtual mode, limit `plan` and `build` to [stale-driven execution](/docs/concepts/virtual-environments/building#stale-driven-execution) without passing `--changes-only`. Rejected in direct mode. Can also be set per target under `[targets.]`. The CLI flag takes precedence, then the selected target, local settings, and this project setting. |
-| `virtual_environments` | `false` | Enable [virtual environments](/docs/concepts/virtual-environments) (versioned model outputs, promotion, rollback, state management). When `false`, the project runs in direct mode. |
 | `query_change_tracking` | `true` | Track query fingerprints for change detection |
 | `column_contract_mode` | `implicit` | Controls whether column declarations on models without a `contract` declaration activate static shape/nullability validation. `implicit` preserves that validation; `explicit` treats columns as metadata and audit attachment unless the model declares `contract enforced`. Model-level `contract enforced` and `contract none` override this setting. Explicit type enforcement remains independent. See [Contracts](/docs/concepts/models/contracts). |
 | `concurrency` | `1` | Maximum parallel model execution (currently serial only) |
@@ -367,12 +365,11 @@ exclude_patterns = ["audit_*", "tmp_*"]
 | Field | Default | Description |
 |-------|---------|-------------|
 | `enabled` | `false` | Whether janitor is active |
-| `retention_days` | `14` in direct mode, `30` in virtual-environment mode | How many days a relation must be stale before it is archived (direct mode) or cleaned up (virtual-environment mode) |
-| `archive_retention_days` | `14` | Direct mode only: how many days an archive is kept before it is deleted. `0` deletes it in the same run. |
+| `retention_days` | `14` | How many days a relation must be stale before it is archived |
+| `archive_retention_days` | `14` | How many days an archive is kept before it is deleted. `0` deletes it in the same run. |
 | `delete_tracked_only` | `true` | Only clean relations that appear in fingerprint tracking |
 | `exclude_patterns` | `[]` | Glob patterns for relations to skip |
 | `direct_state_history_versions` | `20` | How many state-history rows to keep per identity in `_sqlbuild_fingerprints` and `_sqlbuild_source_freshness` |
-| `max_checkpoints` | `20` | Virtual-environment mode: how many checkpoints to keep |
 
 See [janitor](/docs/cli/janitor) for the archive and delete lifecycle.
 
diff --git a/website/src/content/docs/docs/concepts/python-nodes/overview.mdx b/website/src/content/docs/docs/concepts/python-nodes/overview.mdx
index 5829208fea..d051238541 100644
--- a/website/src/content/docs/docs/concepts/python-nodes/overview.mdx
+++ b/website/src/content/docs/docs/concepts/python-nodes/overview.mdx
@@ -110,7 +110,7 @@ Downstream nodes run only if at least one upstream succeeded. If all upstreams a
 
 ## Result persistence
 
-Node results (payload, metadata, status, errors) are persisted after each execution. In direct mode, results are stored in `_sqlbuild_node_results` in the warehouse alongside your data. In virtual mode, results are stored in the VDE state backend scoped per environment. Results persist across runs, so they are available for observability, debugging, and downstream consumption.
+Node results (payload, metadata, status, errors) are persisted after each execution. Results are stored in `_sqlbuild_node_results` in the warehouse alongside your data. Results persist across runs, so they are available for observability, debugging, and downstream consumption.
 
 ## Selection
 
diff --git a/website/src/content/docs/docs/concepts/python-nodes/sql-references.mdx b/website/src/content/docs/docs/concepts/python-nodes/sql-references.mdx
index a8d2090ed2..761ea84051 100644
--- a/website/src/content/docs/docs/concepts/python-nodes/sql-references.mdx
+++ b/website/src/content/docs/docs/concepts/python-nodes/sql-references.mdx
@@ -5,7 +5,7 @@ description: "Read SQL models and sources from Python nodes without creating SQL
 
 import Warning from '../../../../../components/mintlify/Warning.astro';
 
-Python nodes can **read** SQL models and sources at runtime, but they cannot depend on them as graph edges (see the [SQL boundary](/docs/concepts/python-nodes/overview#the-sql-boundary)). Typed references make this read-only access explicit and safe across direct and virtual modes.
+Python nodes can **read** SQL models and sources at runtime, but they cannot depend on them as graph edges (see the [SQL boundary](/docs/concepts/python-nodes/overview#the-sql-boundary)). Typed references make this read-only access explicit and safe.
 
 ## Declaring a reference
 
@@ -48,14 +48,14 @@ def export_orders(ctx):
 `ctx.relation(...)` returns the adapter-qualified relation name for the current run. Passing a reference that was not declared in `depends_on` raises an error.
 
 
-Do not hardcode model or source names in raw SQL. In virtual mode a model resolves to a versioned VDE relation (for example `marts__feature_x.fact_orders`), not the bare name. A query like `ctx.query("SELECT * FROM fact_orders")` will fail or read the wrong relation. Always use `ctx.relation(model("fact_orders"))`.
+Do not hardcode model or source names in raw SQL. A model's relation depends on the target, its schema and any deferral, so a query like `ctx.query("SELECT * FROM fact_orders")` can fail or read the wrong relation. Always use `ctx.relation(model("fact_orders"))`.
 
 
 ## model vs source
 
 | Reference | Resolves to |
 |-----------|-------------|
-| `model("name")` | The built model relation (the VDE logical relation in virtual mode) |
+| `model("name")` | The built model relation |
 | `source("name")` | The source read relation, following deferred-source semantics |
 
 `source(...)` respects `defer_sources_to`, so a node reading a source in `dev` can read the deferred target's data just like SQL models do.
diff --git a/website/src/content/docs/docs/concepts/sources.mdx b/website/src/content/docs/docs/concepts/sources.mdx
index 67b6aba8cc..0a2509e583 100644
--- a/website/src/content/docs/docs/concepts/sources.mdx
+++ b/website/src/content/docs/docs/concepts/sources.mdx
@@ -112,8 +112,7 @@ For common ingestion you can declare the source entirely in YAML, with no `@load
 
 Source freshness lets SQLBuild observe whether a source's data changed between runs. This feeds into
 [planning and change detection](/docs/concepts/planning): changed observations propagate to downstream
-models and can alter their planned action. Virtual environments can also use the signal for
-[stale-driven execution](/docs/concepts/virtual-environments/building#stale-driven-execution).
+models and can alter their planned action.
 
 Configure freshness per source with a `freshness:` block:
 
diff --git a/website/src/content/docs/docs/concepts/virtual-environments.mdx b/website/src/content/docs/docs/concepts/virtual-environments.mdx
deleted file mode 100644
index 6b54ce6960..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments.mdx
+++ /dev/null
@@ -1,110 +0,0 @@
----
-title: "Overview"
-description: "Version-controlled SQL pipeline environments with instant promotion and rollback."
----
-
-import Note from '../../../../components/mintlify/Note.astro';
-
-
-Virtual environments are in alpha. The core workflow (build, promote, rollback, reconcile) is functional and tested across supported adapters. The API and CLI surface may evolve based on feedback. Do not use virtual environments for production workloads yet.
-
-
-Virtual environments (VDEs) let you build, preview, and promote SQL pipeline changes without recomputing models. Each VDE is a set of pointers to versioned physical relations. Creating a new VDE is instant (pointer copy, no data duplication), and promoting one VDE into another is a view swap, not a rebuild.
-
-## When to use virtual environments
-
-- **PR preview environments** - build a VDE per pull request against a production warehouse, validate with audits and tests, then promote the built versions to production without rebuilding
-- **Blue/green deployments** - build into a staging VDE, promote to production atomically
-- **Multi-developer isolation** - each developer works in their own VDE without conflicting with others, sharing physical versions when code is identical
-- **Instant rollback** - revert production to a prior finalized state by restoring a checkpoint's pointer set
-
-Virtual environments are opt-in via `virtual_environments = true` (under `[settings]`) and require a state store. Projects that don't need environment isolation or promotion workflows should use the default direct mode.
-
-## How it works
-
-### Targets and virtual environments
-
-In virtual mode there are two separate concepts:
-
-**Targets** are the existing SQLBuild build contexts from `sqlbuild_project.toml` (e.g. `dev`, `prod`). They choose the warehouse connection, schema, and state database. In virtual mode they are sometimes called *physical targets* to distinguish them from VDEs.
-
-**Virtual data environments (VDEs)** are versioned pointer sets stored in the state database. They choose which model versions the logical views point to.
-
-```bash
-sqb --target prod build --virtual-env pr_123
-```
-
-This means: use the `prod` physical target (warehouse, state DB), but build into the `pr_123` virtual environment.
-
-### Version identity
-
-Model versions are identified by content hashes, not sequence numbers. The hash includes the model's query SQL, version-identity config, and upstream version hashes. If two developers compile identical code with identical upstream versions, they get the same hash and reuse the same physical relation. No data is duplicated.
-
-### Physical and logical relations
-
-Virtual mode creates two types of warehouse objects:
-
-- **Physical version relations** store actual data: `__sqb_physical.__v_`
-- **Logical VDE views** point to physical versions: `__.` as `SELECT * FROM `
-
-Users query the logical views. SQLBuild manages the physical layer.
-
-### Zero-copy branching
-
-Creating a new VDE from a baseline copies only pointer rows in the state database, not data. Unchanged models share the same physical relations across VDEs.
-
-### Instant promotion
-
-Promoting VDE `pr_123` to `prod` updates the pointer rows and refreshes the logical views. No models are rebuilt. If every model in the source VDE has already been built and validated, promotion is a metadata operation.
-
-## Try it
-
-```bash
-sqb playground --template virtual
-cd sqlbuild-playground
-sqb state init
-sqb build
-sqb build --virtual-env pr
-sqb diff dev:pr --schema-only --allow-partial-diff
-sqb promote --from pr --to dev
-sqb state checkpoints list
-sqb rollback
-```
-
-This creates a self-contained DuckDB project with loaders, models, tests, scenarios, and a local state store. No warehouse credentials required.
-
-## Example workflow
-
-```bash
-# Initialize state store
-sqb state init
-
-# First build creates physical versions and default VDE
-sqb build
-
-# Create a PR preview VDE
-sqb build --virtual-env pr_123
-
-# Modify a model, rebuild in the PR VDE
-sqb build --virtual-env pr_123
-
-# Compare VDEs
-sqb diff dev:pr_123
-
-# Promote PR versions to the default VDE
-sqb promote --from pr_123 --to dev
-```
-
-## What's next
-
-- [Setup](/docs/concepts/virtual-environments/setup) - configuration and state initialization
-- [Building](/docs/concepts/virtual-environments/building) - virtual builds, partial builds, seeded incrementals
-- [Promotion](/docs/concepts/virtual-environments/promotion) - promoting VDEs
-- [Rollback](/docs/concepts/virtual-environments/rollback) - checkpoints and rollback
-- [Clone](/docs/concepts/virtual-environments/clone) - hydrating physical versions from a source warehouse
-- [Diff](/docs/concepts/virtual-environments/diff) - comparing VDE ref sets
-- [Adopt and Detach](/docs/concepts/virtual-environments/adopt-detach) - migrating existing projects
-- [Reconcile](/docs/concepts/virtual-environments/reconcile) - diagnosing and repairing drift
-- [Locks](/docs/concepts/virtual-environments/locks) - concurrent access control
-- [Janitor](/docs/concepts/virtual-environments/janitor) - cleanup and retention
-- [Recovery](/docs/concepts/virtual-environments/recovery) - what to do when things break
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/adopt-detach.mdx b/website/src/content/docs/docs/concepts/virtual-environments/adopt-detach.mdx
deleted file mode 100644
index c8c2ffb90f..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/adopt-detach.mdx
+++ /dev/null
@@ -1,114 +0,0 @@
----
-title: "Adopt and Detach"
-description: "Migrate existing projects to and from virtual mode."
----
-
-Adopt converts an existing stateless project into virtual mode. Detach reverses the process. Both are interactive operations that require typed confirmation.
-
-## Adopt
-
-`sqb state adopt` takes existing warehouse relations (tables and views) and converts them into versioned physical relations with VDE views at the original names.
-
-### Prerequisites
-
-1. State store must be initialized (`sqb state init`)
-2. `unsuffixed_virtual_env` must be configured so existing object names are preserved:
-
-```toml
-[targets.dev.state]
-backend = "duckdb"
-schema = "sqlbuild_state"
-unsuffixed_virtual_env = "dev"
-
-[targets.dev.state.connection]
-database = "state.duckdb"
-```
-
-Without `unsuffixed_virtual_env`, adopt blocks with a config error. This is intentional - without it, existing relations would be renamed to suffixed schemas (e.g. `dev__dev.fact_orders`), breaking existing consumers.
-
-### What happens
-
-1. For each model, the existing table is moved/renamed into the physical schema (`dev__sqb_physical.fact_orders__v_`)
-2. A logical VDE view is created at the original name (`dev.fact_orders`) pointing to the physical version
-3. Model versions, physical relations, VDE record, and VDE refs are persisted in state
-
-### Usage
-
-```bash
-sqb state adopt --allow-copy
-```
-
-The command prints an adoption plan and requires typed confirmation:
-
-```
-Type "adopt dev" to confirm: adopt dev
-```
-
-`--allow-copy` is required when the adapter does not support native same-schema rename (cross-schema moves, some adapters). Without it, adopt blocks with `requires --allow-copy` if a copy fallback would be needed.
-
-### View models
-
-View models are adopted the same way - a versioned physical view is created in the physical schema, and the original name becomes a logical VDE view.
-
-## Detach
-
-`sqb state detach` reverses adoption, collapsing a VDE back into normal stateless relations.
-
-### Prerequisites
-
-The VDE must be `finalized`. If the VDE is working (has stale models), detach blocks:
-
-```
-error: detach requires a finalized virtual environment
-```
-
-Build the VDE to finalize it first, or resolve any pending changes.
-
-### What happens
-
-1. For each table model, the physical version is moved/renamed back to the original target name
-2. For each view model, the view is recreated from compiled SQL at the original target name (not copied from the physical ref)
-3. The VDE is marked `detached` in state
-4. VDE refs are preserved for audit/recovery and janitor protection
-
-### Usage
-
-```bash
-sqb state detach --allow-copy
-```
-
-Requires typed confirmation:
-
-```
-Type "detach dev" to confirm: detach dev
-```
-
-### After detach
-
-A detached VDE is blocked from further virtual operations:
-
-- `sqb build` blocks with "virtual environment is detached"
-- `sqb promote --from ` or `--to ` blocks
-- `sqb rollback` on a detached VDE blocks
-
-The project can continue operating in direct mode, or you can re-adopt to return to virtual mode.
-
-### Detached VDE cleanup
-
-Detached VDE refs and state rows are cleaned up by the [janitor](/docs/concepts/virtual-environments/janitor), not by detach itself. This preserves refs for recovery if detach fails partway through.
-
-## Interrupted operations
-
-Adopt and detach are multi-step warehouse operations that cannot be wrapped in a single transaction. If an operation fails partway through:
-
-- A `failed` operation record is persisted in state with the error message
-- VDE refs and checkpoints remain intact
-- The warehouse may have partial artifacts (e.g. table moved to physical schema but view not yet created)
-
-Recovery path:
-
-1. Run `sqb reconcile` to diagnose the current state
-2. Use `sqb reconcile repair-view` or manual warehouse repair as needed
-3. Retry the adopt or detach operation
-
-There is no automatic resume command. SQLBuild records the failure state and leaves recovery to the operator.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/building.mdx b/website/src/content/docs/docs/concepts/virtual-environments/building.mdx
deleted file mode 100644
index f8bded0171..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/building.mdx
+++ /dev/null
@@ -1,219 +0,0 @@
----
-title: "Building"
-description: "Virtual builds, VDE creation, partial builds, and seeded incrementals."
----
-
-import Warning from '../../../../../components/mintlify/Warning.astro';
-
-Virtual builds create versioned physical relations and update VDE pointer sets. The build lifecycle is the same as direct mode (seeds, tests, models, audits), but model outputs are written to versioned physical tables and exposed through logical VDE views.
-
-
-Virtual builds run ingress (loaders and Python nodes that feed sources) as a separate phase before SQL model execution. This means independent SQL models that do not depend on loaders will wait for all ingress to complete before starting. Direct mode does not have this limitation. This keeps VDE state persistence simpler and safer but may add wall time when ingress is slow and independent SQL work is available. A future optimization may allow overlapping ingress with independent SQL execution.
-
-
-## Default VDE
-
-When you run `sqb build` in virtual mode without `--virtual-env`, the VDE name defaults to the active physical target name:
-
-```bash
-sqb build
-```
-
-If the active environment is `dev`, this builds into VDE `dev`. On first run, it creates physical version relations and logical VDE views for all models.
-
-## Explicit VDE
-
-Use `--virtual-env` to build into a named VDE:
-
-```bash
-sqb build --virtual-env pr_123
-```
-
-If VDE `pr_123` does not exist, SQLBuild creates it by inheriting refs from the baseline VDE (the default VDE for the active physical target). Unchanged models share the same physical relations as the baseline - no data is copied.
-
-Only models with changed code, config, or upstream versions get new physical version relations.
-
-## Physical naming
-
-Physical version relations are stored in a dedicated schema:
-
-```
-__sqb_physical.__v_
-```
-
-For example: `dev__sqb_physical.fact_orders__v_8f3a9c12`
-
-Logical VDE views are created in a VDE-suffixed schema:
-
-```
-__.
-```
-
-For example: `dev__pr_123.fact_orders`
-
-When `unsuffixed_virtual_env` is configured, the named VDE uses the base schema directly:
-
-```
-dev.fact_orders
-```
-
-## VDE status
-
-| Status | Meaning |
-|--------|---------|
-| `finalized` | All models match their expected version hashes. The VDE is coherent and eligible for promotion. |
-| `active` | Some models are stale (partial build or pending changes). The VDE is a work in progress. |
-| `detached` | The VDE has been detached via `sqb state detach`. Build, promote, and rollback are blocked. |
-
-## Partial builds
-
-Build a subset of models with `--select`:
-
-```bash
-sqb build --virtual-env pr_123 --select fact_orders
-```
-
-Partial builds leave the VDE in `active` (working) status if downstream models remain stale. A
-follow-up `sqb build --virtual-env pr_123 --changes-only` without `--select` builds the remaining
-stale models to finalize the VDE. A plain `sqb build --virtual-env pr_123` runs the whole selection.
-
-### Stale upstream coherence
-
-If a selected model has stale required upstream models, the build blocks by default:
-
-```bash
-sqb build --virtual-env pr_123 --select fact_orders
-# error: selected models have stale required upstreams: stg_orders
-```
-
-Pass `--include-stale-upstreams` to expand the selection to the minimal set of stale ancestor models needed to make the selected scope coherent:
-
-```bash
-sqb build --virtual-env pr_123 --select fact_orders --include-stale-upstreams
-```
-
-## Stale-driven execution
-
-Virtual environment builds run the full selection by default. Add `--changes-only` to limit a plan
-or build to work whose expected version is not already bound in the target VDE:
-
-```bash
-sqb plan --virtual-env pr_123 --changes-only
-sqb build --virtual-env pr_123 --changes-only
-sqb build --virtual-env pr_123 --select path:models/marts --changes-only
-```
-
-With selectors, SQLBuild intersects the selected scope with the stale set. Models with changed SQL or
-configuration, pending backfills, changed functions, or affected upstreams remain in the plan;
-models already bound to their expected version do not need another physical version.
-
-`--changes-only` is a virtual-mode execution option. Direct mode always runs its selected build
-scope, although its plan still reports change reasons and uses them to choose incremental actions.
-See [Planning and change detection](/docs/concepts/planning) for the shared identity and cascade model.
-
-You can make stale-driven execution the default for virtual plans and builds:
-
-```toml
-[settings]
-virtual_environments = true
-changes_only = true
-
-[targets.dev]
-changes_only = true
-```
-
-The CLI flag takes precedence, followed by the selected target, local settings, and project
-settings.
-
-### Run despite unchanged
-
-`run_despite_unchanged` lets a table remain eligible during stale-driven execution even when its
-version identity is unchanged. This is useful when external data changes cannot be represented by
-source freshness.
-
-```sql
-MODEL (
-  materialized table,
-  run_despite_unchanged "always",
-);
-```
-
-- `always` runs whenever the model is selected.
-- A duration such as `24h`, `30d`, or `90m` keeps the model eligible while the newest timestamp data
-  version from an upstream source is no older than that duration; it is not a periodic scheduler.
-
-Only table materializations support this setting. When it triggers, downstream models are also
-stale.
-
-## Stale detection
-
-SQLBuild determines which models and seeds need rebuilding by comparing expected version hashes against bound version hashes in the VDE refs:
-
-1. **Expected local hash** - derived from the node's query SQL (for models), content hash (for seeds), version-identity config, and source freshness hashes
-2. **Expected version hash** - local hash propagated through upstream dependencies (upstream hash changes cascade downstream)
-3. **Bound version hash** - the hash currently stored in the VDE refs from the last successful build
-
-A node is stale when `bound != expected`. Stale nodes whose own local hash changed are roots (`query changed`, `config changed`, `function changed`). Others are stale due to `upstream changed`.
-
-Seeds participate in version identity the same way as models. They are loaded into versioned physical tables with logical VDE views on top, and their version hashes and refs are tracked per virtual environment in the state backend. Unchanged seeds are not reloaded.
-
-Source freshness observations and Python node identities are also persisted per virtual environment and included in version hash computation. When a source's observed data version changes, its downstream models become stale. See [Sources: Source freshness](/docs/concepts/sources#source-freshness) for configuration.
-
-## Seeded incremental builds
-
-When an incremental model's version hash changes, SQLBuild seeds the new physical version from the prior physical version before running the incremental delta. This avoids full rebuilds of large incremental tables.
-
-| Adapter | Seed strategy |
-|---------|--------------|
-| Snowflake | Zero-copy clone |
-| BigQuery | Table clone |
-| Databricks | Deep clone |
-| DuckDB, Postgres, SQL Server | CTAS copy |
-
-For append models with bounded replay (`replay_on_change bounded-7d`), the seed copies only rows before the replay window cutoff. The incremental delta then appends the bounded range without duplicating rows.
-
-## Custom materializations
-
-Custom materializations are supported in virtual mode. By default, SQLBuild seeds new physical versions using the direct clone/copy strategy before calling the custom `materialize` function.
-
-For custom materializations that need different seeding behavior, define a `prepare_version` function alongside `materialize`:
-
-```python
-from sqlbuild.virtual.executor.models import VersionPrepareContext
-from sqlbuild.executor.custom.models import MaterializationContext, MaterializationResult
-
-def prepare_version(ctx: VersionPrepareContext) -> None:
-    """Prepare the new physical destination from the prior version."""
-    ctx.execute_sql(f"CREATE TABLE {ctx.destination} AS SELECT * FROM {ctx.prior_relation}")
-
-def materialize(ctx: MaterializationContext) -> MaterializationResult:
-    """Run the custom materialization logic against the prepared destination."""
-    ...
-```
-
-If `prepare_version` is not defined, the framework uses the default clone/copy. Most custom materializations do not need to define it.
-
-`VersionPrepareContext` provides `prior_relation` (the source physical version), `destination` (the new physical destination relation), `adapter`, `connection`, `execute_sql()`, `config`, and `vars`.
-
-Custom materializations in virtual mode must write only to `ctx.destination`. Side-effect writes to other relations are not tracked by virtual state, not cleaned up by janitor, and not restored by rollback.
-
-## Functions
-
-Functions are published into the logical VDE schema, not the physical layer. Each VDE has its own copy of function definitions. Function versions are tracked in state and participate in promotion and rollback.
-
-## Plan
-
-Use `sqb plan` to preview what a virtual build would do without executing:
-
-```bash
-sqb plan
-sqb plan --virtual-env pr_123
-sqb plan --select fact_orders
-```
-
-Virtual plan output shows:
-- Virtual environment name and status (finalized/working)
-- Stale root count and root set
-- Stale model count
-- Query diffs from prior bound versions
-- Remaining stale models after partial selection
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/clone.mdx b/website/src/content/docs/docs/concepts/virtual-environments/clone.mdx
deleted file mode 100644
index e7534251c3..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/clone.mdx
+++ /dev/null
@@ -1,74 +0,0 @@
----
-title: "Clone"
-description: "Hydrate physical versions from a source warehouse."
----
-
-In virtual mode, `sqb clone` hydrates physical version relations from a source warehouse into the target physical storage layer. It does not copy VDE pointer sets or create logical views - it copies the underlying physical data so that builds and promotions can reference those versions locally.
-
-This is useful for seeding a new target from an existing one, or restoring physical versions that were cleaned up by the janitor.
-
-As in direct mode, `--from` selects an origin namespace and clone-origin policy, not a
-connection. `--to` (or the active target) supplies the only physical connection. The origin
-physical namespace must be readable through that destination connection; SQLBuild never opens
-the origin target connection or transfers data across accounts, servers, or files using a
-second connection.
-
-## How it works
-
-Virtual clone looks up expected physical version relations in the source warehouse by their naming convention (`__sqb_physical.__v_`) and copies them into the target warehouse. It then registers the copied relations in the target state store.
-
-Target VDE refs and logical views are not changed. Clone only populates the physical layer.
-
-## Default mode
-
-Without `--virtual-env`, clone hydrates physical versions matching the current workspace's expected fingerprints:
-
-```bash
-sqb clone --from prod --to dev
-```
-
-This computes expected version hashes from the current code, looks for matching physical relations in the source warehouse, and copies them into the target.
-
-## VDE ref mode
-
-With `--virtual-env`, clone hydrates physical versions referenced by a specific VDE in the target state store:
-
-```bash
-sqb clone --from prod --to dev --virtual-env pr_123
-```
-
-This reads VDE `pr_123`'s refs from the target state, looks for those physical relations in the source warehouse, and copies them into the target. Useful when a VDE's physical versions have been deleted (by janitor or manual cleanup) but the state refs still exist.
-
-## Selection
-
-Scope which models are hydrated:
-
-```bash
-sqb clone --from prod --to dev --select fact_orders
-```
-
-## Missing source artifacts
-
-If a source physical relation does not exist, clone reports it as missing and continues with the remaining models. The exit code is non-zero if any models are missing.
-
-## Model version locks
-
-If a target model version is locked (another process is building that version), clone blocks by default:
-
-```bash
-# Skip locked versions and hydrate the rest
-sqb clone --from prod --to dev --skip-locked
-```
-
-## What clone does not do
-
-- Does not create or update VDE refs
-- Does not create or refresh logical VDE views
-- Does not read the source state database (it uses warehouse-level artifact discovery)
-- Does not change the target VDE status
-
-Clone is a physical-layer operation. VDE pointer management is handled by [build](/docs/concepts/virtual-environments/building) and [promote](/docs/concepts/virtual-environments/promotion).
-
-## Comparison with direct-mode clone
-
-In direct mode, `sqb clone` copies model relations between targets using zero-copy cloning where supported. In virtual mode, clone hydrates versioned physical relations instead. The source and target are still physical targets, but the copied objects are physical version relations rather than normal model targets.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/diff.mdx b/website/src/content/docs/docs/concepts/virtual-environments/diff.mdx
deleted file mode 100644
index eb16f9cb0b..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/diff.mdx
+++ /dev/null
@@ -1,58 +0,0 @@
----
-title: "Diff"
-description: "Compare virtual data environments."
----
-
-In virtual mode, `sqb diff` compares VDE ref sets within the same physical target. It shows which models have different version hashes and, for changed models, reports schema and row-level differences.
-
-## Basic usage
-
-```bash
-sqb diff dev:pr_123
-```
-
-The format is `:`. Both VDEs must exist in the active physical target's state store.
-
-## What diff shows
-
-1. **Ref comparison** - which models have different version hashes between the two VDEs
-2. **Schema differences** - column additions, removals, and type changes for changed models
-3. **Row differences** - row counts, matched/unmatched rows, and changed column values
-
-Identical refs are skipped by default so the output focuses on models that actually differ. A model with a different version hash is included in the comparison even if its resulting data happens to be identical.
-
-## Options
-
-```bash
-# Schema differences only (no row comparison)
-sqb diff dev:pr_123 --schema-only
-
-# Full row-level comparison
-sqb diff dev:pr_123 --full
-
-# Compare specific models
-sqb diff dev:pr_123 --select fact_orders
-
-# No color output
-sqb --no-color diff dev:pr_123
-```
-
-## Working VDE guard
-
-If either VDE is working (has stale models that haven't been built yet), diff is blocked by default because the comparison may be incomplete:
-
-```bash
-# Blocked
-sqb diff dev:pr_123
-
-# Allowed with explicit override
-sqb diff dev:pr_123 --allow-partial-diff
-```
-
-This guard prevents misleading diff output when one VDE has pending changes that haven't been materialized yet.
-
-## Comparison with direct-mode diff
-
-In direct mode, `sqb diff prod:dev` compares physical target schemas and data directly in the warehouse. In virtual mode, `sqb diff dev:pr_123` compares VDE pointer sets within a single physical target, then inspects the physical versions those pointers reference.
-
-The output format is the same - schema diffs, row counts, changed columns, and example rows. The difference is what is being compared: physical targets vs virtual pointer sets.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/janitor.mdx b/website/src/content/docs/docs/concepts/virtual-environments/janitor.mdx
deleted file mode 100644
index 566f647e95..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/janitor.mdx
+++ /dev/null
@@ -1,73 +0,0 @@
----
-title: "Janitor"
-description: "Cleanup of virtual environment artifacts and retention policies."
----
-
-The janitor manages cleanup of virtual mode artifacts: expired VDEs, old checkpoints, unreferenced physical versions, stale state backups, and expired locks. All cleanup runs through `sqb janitor` with preview and confirmation.
-
-## Physical version protection
-
-Physical version relations are never deleted while referenced by:
-
-- Any active (non-detached) VDE's current refs
-- Any retained checkpoint's refs
-
-The janitor resolves the complete set of protected physical relations before considering any deletions.
-
-## Checkpoint retention
-
-Checkpoints are retained according to `[janitor] max_checkpoints` (default: 20):
-
-```toml
-[janitor]
-max_checkpoints = 20
-```
-
-Values below 1 are rejected. Checkpoint creation never prunes history - pruning is janitor-only, behind preview and confirmation.
-
-When old checkpoints are pruned, physical versions that were protected only by those checkpoints become eligible for deletion in the same janitor run (if not protected by active VDE refs or remaining checkpoints).
-
-## Expired VDE cleanup
-
-Non-active, non-detached VDEs older than `[janitor] retention_days` are pruned:
-
-```toml
-[janitor]
-retention_days = 30
-```
-
-Active/default VDEs are always protected. This catches abandoned PR preview VDEs that were never promoted or cleaned up.
-
-## Detached VDE cleanup
-
-Detached VDEs (created by `sqb state detach`) are eligible for cleanup after `retention_days`:
-
-- `retention_days = 0` makes them eligible immediately
-- Refs, function refs, and VDE row are deleted
-- Checkpoint rows remain governed by checkpoint retention
-- Physical versions newly unprotected by removed refs can be deleted in the same run
-
-Active VDE refs continue to protect physical versions even when detached refs are pruned.
-
-## State cleanup
-
-The janitor also prunes state-only artifacts:
-
-- **Migration backups**: old backup schemas are deleted, but the latest backup is always preserved
-- **Expired locks**: lock rows with `expires_at` in the past are deleted; active locks are never touched
-
-## Execution order
-
-The janitor drops warehouse physical versions before pruning state rows. If a warehouse drop fails, the corresponding state refs are preserved so the janitor can retry on the next run.
-
-## Usage
-
-```bash
-# Preview what would be cleaned
-sqb janitor
-
-# Execute cleanup with confirmation
-sqb janitor --auto-approve
-```
-
-The janitor shows a preview of all candidates (checkpoints, VDEs, physical versions, state items) and requires confirmation before executing any destructive operations.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/locks.mdx b/website/src/content/docs/docs/concepts/virtual-environments/locks.mdx
deleted file mode 100644
index 5b814695ca..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/locks.mdx
+++ /dev/null
@@ -1,57 +0,0 @@
----
-title: "Locks"
-description: "Advisory locks for concurrent access control."
----
-
-Virtual mode uses advisory locks with TTL to prevent concurrent operations from conflicting. Locks are stored in the state database and are scoped to specific resources.
-
-## Lock types
-
-| Lock key | Protects | Acquired by |
-|----------|----------|-------------|
-| `virtual_env:` | VDE pointer set and views | build, promote, rollback, reconcile, adopt, detach |
-| `model_version::` | Physical version creation | build (per model version) |
-| `state_migration` | State schema changes | state init, migrate, rollback, reset |
-
-Different VDEs can be locked concurrently. Two builds targeting different VDEs do not block each other.
-
-## Lock behavior
-
-- Locks have an expiry time (`expires_at`). Active locks are those where `expires_at > now`.
-- When a lock is successfully released, the lock row is deleted.
-- Acquiring a lock over an expired lock replaces it.
-- Owner identity is checked on release - only the owner that acquired the lock can release it.
-
-## When locks block
-
-If a lock is active and an operation requires it, the operation fails immediately with a clear error:
-
-```
-error[S014]: virtual environment 'dev' is locked
-```
-
-The operation does not wait or retry. This is intentional - SQLBuild does not implement lock queuing. If a lock is active, either wait for the holding operation to complete or clear the lock manually.
-
-## Inspecting locks
-
-List active locks:
-
-```bash
-sqb state locks
-```
-
-## Clearing stuck locks
-
-If a process crashed while holding a lock, the lock may remain active until it expires. To clear it immediately:
-
-```bash
-sqb state locks clear virtual_env:dev --force
-```
-
-Only clear locks when you are certain the holding operation is no longer running. Clearing a lock while the operation is still active can cause state corruption.
-
-## Lock expiry
-
-Locks are acquired with a TTL (typically 10 minutes for VDE locks). If an operation takes longer than the TTL, the lock expires and another operation can acquire it. This is a safety net against abandoned locks, not a normal operating condition.
-
-If operations consistently exceed the lock TTL, the TTL may need to be increased in a future configuration option.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/promotion.mdx b/website/src/content/docs/docs/concepts/virtual-environments/promotion.mdx
deleted file mode 100644
index c11b99cda3..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/promotion.mdx
+++ /dev/null
@@ -1,69 +0,0 @@
----
-title: "Promotion"
-description: "Promote VDE refs and diff virtual environments."
----
-
-Promotion copies model version refs from one VDE to another and refreshes the target's logical views. No models are rebuilt - it is a pointer swap.
-
-## Basic usage
-
-```bash
-sqb promote --from pr_123 --to dev
-```
-
-This updates VDE `dev` to point at the same physical versions that VDE `pr_123` uses. The target's logical views (`dev__dev.*` or `dev.*` if unsuffixed) are refreshed to point at the promoted physical relations.
-
-## What happens during promotion
-
-1. Target VDE lock is acquired
-2. Source VDE is validated (finalized, current with workspace)
-3. Source model refs are copied to target VDE refs
-4. Source function refs are copied and function definitions are republished in the target schema
-5. Target logical VDE views are refreshed
-6. A checkpoint is created if the target is finalized
-7. Target VDE lock is released
-
-## Partial promotion
-
-Promote a subset of models with `--select`:
-
-```bash
-sqb promote --from pr_123 --to dev --select fact_orders
-```
-
-Partial promotion can leave the target VDE with stale downstream models - models that still point at older versions than the promoted scope expects. When this happens, promotion is blocked by default so you don't accidentally leave the target in a working state.
-
-To accept a working target, pass `--allow-partial-promotion`:
-
-```bash
-sqb promote --from pr_123 --to dev --select fact_orders --allow-partial-promotion
-```
-
-The target VDE is marked `working` after the promotion. You can finalize it later by promoting or building the remaining models.
-
-If the models you select depend on upstream models that are themselves stale in the source, the promoted scope would not be coherent on its own. Pass `--include-stale-upstreams` to expand the selection to include the minimal set of required upstream models:
-
-```bash
-sqb promote --from pr_123 --to dev --select fact_orders --include-stale-upstreams
-```
-
-## Source VDE requirements
-
-**Whole promotion** requires the source VDE to be finalized and current with the workspace (no stale models vs current code). If the source VDE has been built but the code has since changed, you need to rebuild the source VDE first or use partial promotion.
-
-**Partial promotion** does not require a finalized source. A working source VDE is allowed when using `--select` for a coherent scope.
-
-## Guards
-
-| Condition | Behavior |
-|-----------|----------|
-| Source VDE not finalized (whole promotion) | Blocks. Use `--select` for partial promotion from a working source. |
-| Source VDE has stale models vs workspace | Blocks. Rebuild the source VDE or use `--select`. |
-| Target VDE is locked | Blocks. Wait or clear the lock with `sqb state locks clear`. |
-| Target VDE is detached | Blocks. Detached VDEs cannot be promoted to. |
-| Source VDE is detached | Blocks. Detached VDEs cannot be promoted from. |
-| Partial promotion leaves target working | Blocks unless `--allow-partial-promotion` is set. |
-
-## Comparing VDEs before promotion
-
-Use `sqb diff` to compare VDE ref sets before promoting. See [Diff](/docs/concepts/virtual-environments/diff) for details.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/reconcile.mdx b/website/src/content/docs/docs/concepts/virtual-environments/reconcile.mdx
deleted file mode 100644
index 1b8f047497..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/reconcile.mdx
+++ /dev/null
@@ -1,71 +0,0 @@
----
-title: "Reconcile"
-description: "Diagnose and repair drift between state and warehouse."
----
-
-Reconcile detects and repairs inconsistencies between the virtual state store and the actual warehouse objects.
-
-## Report
-
-Run reconcile without a subcommand to get a diagnostic report:
-
-```bash
-sqb reconcile --virtual-env dev
-```
-
-This inspects the VDE's refs, checks that logical views exist and point to the expected physical relations, and reports any issues without changing anything.
-
-## Repair view
-
-Recreate a logical VDE view from trusted state:
-
-```bash
-sqb reconcile repair-view --virtual-env dev --model fact_orders
-```
-
-This runs `CREATE OR REPLACE VIEW` for the logical VDE view, pointing it at the physical version relation recorded in the VDE's refs. It is idempotent - running it when the view is already correct is a no-op.
-
-### Guards
-
-| Condition | Behavior |
-|-----------|----------|
-| Logical target is a table (not a view) | Blocks. Drop the table manually first, then retry. |
-| Physical relation is missing | Blocks. Rebuild the model with `sqb build --select `. |
-| Target VDE is locked | Blocks. Wait or clear the lock. |
-
-No confirmation is needed. The command is explicit and idempotent.
-
-## Attach
-
-Rebind a VDE model ref to a different tracked physical relation:
-
-```bash
-sqb reconcile attach --virtual-env dev --model fact_orders \
-  --physical-relation dev__sqb_physical.fact_orders__v_8f3a9c12
-```
-
-This updates the VDE ref for `fact_orders` to point at the specified physical relation and refreshes the logical view.
-
-### Guards
-
-| Condition | Behavior |
-|-----------|----------|
-| Physical relation not tracked in state | Blocks. Only physical relations registered in SQLBuild state can be attached. |
-| Physical relation tracked for a different model | Blocks. Cannot attach a relation that belongs to another model. |
-| Logical target is a table (not a view) | Blocks. |
-| Target VDE is locked | Blocks. |
-| Wrong confirmation | Blocks. Refs remain unchanged. |
-
-Attach requires confirmation by default. Type the confirmation text when prompted, or cancel to leave refs unchanged.
-
-## When to use reconcile
-
-- **Missing logical views** after a failed build, promotion, or detach - use `repair-view`
-- **Wrong physical version** if a VDE ref was corrupted or you need to manually override which version a model points to - use `attach`
-- **Diagnostic inspection** before or after recovery operations - use the default report
-
-Reconcile records events in the `reconcile_events` state table for audit trail.
-
-## Limitations
-
-Reconcile repairs pointer/view state. It does not rebuild physical versions. If a physical relation is missing from the warehouse, the only remedy is rebuilding the model with `sqb build --select `.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/recovery.mdx b/website/src/content/docs/docs/concepts/virtual-environments/recovery.mdx
deleted file mode 100644
index 3cd1231e11..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/recovery.mdx
+++ /dev/null
@@ -1,112 +0,0 @@
----
-title: "Recovery"
-description: "Diagnosing and recovering from failures in virtual mode."
----
-
-Virtual mode has explicit recovery paths for common failure scenarios. SQLBuild blocks cleanly rather than leaving ambiguous state, and error messages point to the specific recovery action needed.
-
-## State corruption
-
-| Scenario | Error | Recovery |
-|----------|-------|----------|
-| Missing state table | "Cannot backup invalid state schema" on `state migrate` | `sqb state reset --auto-approve` then `sqb state init` |
-| Missing state column | Same | Same |
-| Wrong state column type | Same | Same |
-| Deleted backup schema (explicit id) | Rollback blocks with backup-id error | Use a different backup or reset |
-| All backups deleted | "No state backup is available for rollback" | `sqb state reset --auto-approve` then reinitialize |
-
-State corruption is detected by schema validation during `state migrate`. If the current state schema is invalid, SQLBuild refuses to back it up (to avoid persisting a broken snapshot) and directs you to reset.
-
-## Warehouse drift
-
-| Scenario | Detection | Recovery |
-|----------|-----------|----------|
-| Missing logical VDE view | `sqb reconcile` reports missing view | `sqb reconcile repair-view` for the affected model |
-| Missing physical relation | `sqb reconcile` reports it, `repair-view` blocks | Rebuild with `sqb build --select` |
-| Logical target is a table, not a view | `repair-view` and `attach` block | Drop the table manually, then `repair-view` |
-| Checkpoint physical relation missing | `sqb rollback` blocks | Use a more recent checkpoint, or rebuild |
-| Promoted physical relation missing | `sqb promote` blocks | Rebuild the source VDE first |
-
-## Lock conflicts
-
-| Scenario | Error | Recovery |
-|----------|-------|----------|
-| VDE locked by another process | "virtual environment is locked" | Wait for the other process, or clear the lock |
-| Lock held by crashed process | Same | `sqb state locks clear` with `--force` |
-
-Only clear locks when you are certain the holding operation is no longer running.
-
-## Interrupted operations
-
-| Scenario | Behavior | Recovery |
-|----------|----------|----------|
-| Interrupted adopt | Failed operation recorded. Physical schema may have partial artifacts. | `sqb reconcile` to diagnose, manual repair if needed, retry. |
-| Interrupted detach | Failed operation recorded. VDE stays finalized. Physical version preserved. | `sqb reconcile` to diagnose, retry detach. |
-| Interrupted promotion | Failed operation recorded. Target VDE lock released. | Retry promote. |
-
-There is no automatic resume command for interrupted operations. SQLBuild records the failure in `state_operations` and `state_operation_events`, preserves VDE refs and checkpoints, and leaves recovery to the operator.
-
-To inspect a failed operation:
-
-```sql
-SELECT operation_id, operation_type, status, virtual_environment_name
-FROM sqlbuild_state.state_operations
-WHERE status = 'failed';
-
-SELECT operation_id, action, status, message
-FROM sqlbuild_state.state_operation_events
-WHERE operation_id = ''
-ORDER BY created_at;
-```
-
-## Mode guards
-
-SQLBuild blocks operations that don't apply to the current mode:
-
-| Operation | Direct mode | Virtual mode |
-|-----------|-------------|--------------|
-| `sqb state` subcommands | Blocked | Allowed |
-| `sqb build --no-tests --no-audits` | Allowed | Blocked (use `sqb build`) |
-| `sqb build --defer-to` | Allowed | Blocked (VDE refs handle upstream resolution) |
-| `sqb promote` | Blocked | Allowed |
-| `sqb rollback` | Blocked | Allowed |
-| `sqb reconcile` | Blocked | Allowed |
-
-## Detached VDE guards
-
-After `sqb state detach`, the VDE is marked `detached` and blocked from further virtual operations:
-
-| Operation | Behavior |
-|-----------|----------|
-| `sqb build` | Blocks: "virtual environment is detached" |
-| `sqb promote --from ` | Blocks |
-| `sqb promote --to ` | Blocks |
-| `sqb rollback` | Blocks |
-
-The project can continue in direct mode or re-adopt to return to virtual mode.
-
-## Adopt guards
-
-| Condition | Error |
-|-----------|-------|
-| No `unsuffixed_virtual_env` configured | Blocks with config guidance |
-| Copy fallback needed without `--allow-copy` | `requires --allow-copy` |
-| Wrong typed confirmation | Cancelled, no changes made |
-
-## Detach guards
-
-| Condition | Error |
-|-----------|-------|
-| VDE not finalized | "requires a finalized virtual environment" |
-| Copy fallback needed without `--allow-copy` | `requires --allow-copy` |
-| Wrong typed confirmation | Cancelled, no changes made |
-
-## General recovery strategy
-
-1. **Diagnose** with `sqb reconcile` or by querying state tables directly
-2. **Repair views** with `sqb reconcile repair-view` for missing/broken logical views
-3. **Rebuild** with `sqb build --select ` for missing physical versions
-4. **Roll back** with `sqb rollback` to restore a prior finalized state
-5. **Reset state** with `sqb state reset --auto-approve` as a last resort (drops all virtual state)
-
-When in doubt, `sqb reconcile` is the starting point. It reports what's wrong without changing anything.
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/rollback.mdx b/website/src/content/docs/docs/concepts/virtual-environments/rollback.mdx
deleted file mode 100644
index 0771503162..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/rollback.mdx
+++ /dev/null
@@ -1,106 +0,0 @@
----
-title: "Rollback"
-description: "Checkpoints and rollback for virtual environments."
----
-
-Rollback restores a VDE to a prior finalized state by rebinding its refs to a stored checkpoint.
-
-## Checkpoints
-
-Checkpoints are created automatically when a VDE reaches `finalized` status:
-
-- After a whole build where all models match expected versions
-- After a whole promotion where the target VDE is finalized
-
-Each checkpoint stores the complete set of model refs and function refs for that VDE at that point in time. Checkpoints are retained according to `[janitor] max_checkpoints` (default: 20).
-
-## Basic rollback
-
-Restore the previous finalized checkpoint for the default VDE:
-
-```bash
-sqb rollback
-```
-
-For an explicit VDE:
-
-```bash
-sqb rollback --virtual-env pr_123
-```
-
-## Explicit checkpoint
-
-Restore a specific checkpoint:
-
-```bash
-sqb rollback --checkpoint-id 
-```
-
-Use `sqb state checkpoints list` to see available checkpoints.
-
-## What happens during rollback
-
-1. Target VDE lock is acquired
-2. The target checkpoint is located (previous finalized by default, or explicit id)
-3. Checkpoint physical relations are validated to still exist in the warehouse
-4. VDE refs are replaced with the checkpoint's ref set
-5. VDE function refs are replaced with the checkpoint's function ref set
-6. Logical VDE views are refreshed to point at the restored physical versions
-7. Function definitions are republished from the checkpoint's function versions
-8. Target VDE lock is released
-
-## Partial rollback
-
-Roll back a subset of models with `--select`:
-
-```bash
-sqb rollback --select fact_orders
-```
-
-Rolling back some models but not others can leave the VDE with stale models - models whose restored versions no longer line up with the rest of the VDE. When this happens, rollback is blocked by default so you don't leave the VDE in a working state by accident.
-
-To accept a working VDE, pass `--allow-partial-rollback`:
-
-```bash
-sqb rollback --select fact_orders --allow-partial-rollback
-```
-
-The VDE is marked `working` after the rollback. You can finalize it later by building or rolling back the remaining models.
-
-If the models you select depend on upstream models that also need to be restored for the scope to be coherent, pass `--include-stale-upstreams` to expand the selection to the minimal set of required upstream refs from the checkpoint:
-
-```bash
-sqb rollback --select fact_orders --include-stale-upstreams
-```
-
-## Guards
-
-| Condition | Behavior |
-|-----------|----------|
-| No previous checkpoint exists | Blocks. Build the VDE first to create a finalized checkpoint. |
-| Checkpoint physical relations deleted | Blocks. The physical version tables have been cleaned up by janitor. Use a more recent checkpoint or rebuild. |
-| Unknown checkpoint id | Blocks with error. |
-| Target VDE is locked | Blocks. Wait or clear the lock. |
-| Target VDE is detached | Blocks. Detached VDEs cannot be rolled back. |
-| Partial rollback leaves VDE working | Blocks unless `--allow-partial-rollback` is set. |
-
-## Checkpoint inspection
-
-List checkpoints for a VDE:
-
-```bash
-sqb state checkpoints list
-sqb state checkpoints list --virtual-env pr_123
-```
-
-Show a checkpoint's model refs:
-
-```bash
-sqb state checkpoints show 
-```
-
-Diff current VDE refs against a checkpoint:
-
-```bash
-sqb state checkpoints diff 
-```
diff --git a/website/src/content/docs/docs/concepts/virtual-environments/setup.mdx b/website/src/content/docs/docs/concepts/virtual-environments/setup.mdx
deleted file mode 100644
index 4351ce49e0..0000000000
--- a/website/src/content/docs/docs/concepts/virtual-environments/setup.mdx
+++ /dev/null
@@ -1,174 +0,0 @@
----
-title: "Setup"
-description: "Configure virtual environments and initialize the state store."
----
-
-Virtual environments require two things: `virtual_environments = true` in your project settings, and a state store configured for your active target.
-
-## Project configuration
-
-```toml
-name = "my_project"
-adapter = "duckdb"
-default_target = "dev"
-
-[settings]
-virtual_environments = true
-
-[connections.local]
-database = "warehouse.duckdb"
-
-[targets.dev]
-connection = "local"
-schema = "dev"
-
-[targets.dev.state]
-backend = "duckdb"
-schema = "sqlbuild_state"
-
-[targets.dev.state.connection]
-database = "state.duckdb"
-```
-
-The `virtual_environments` setting switches the project from direct mode (default) to virtual mode. All state, plan, build, promote, rollback, and reconcile commands route through the virtual path when this is enabled.
-
-## State configuration
-
-Each physical target that uses virtual mode needs a `[targets..state]` block:
-
-| Field | Required | Description |
-|-------|----------|-------------|
-| `backend` | Yes | State store engine: `duckdb` or `postgres` |
-| `schema` | Yes | Schema name for state tables |
-| `connection` | Yes | Backend-specific connection config |
-| `allow_reset` | No | Whether `sqb state reset` is permitted (default: `false`) |
-| `unsuffixed_virtual_env` | No | VDE name that uses the base schema without a suffix (for [adopt/detach](/docs/concepts/virtual-environments/adopt-detach)) |
-
-### DuckDB state backend
-
-```toml
-[targets.dev.state]
-backend = "duckdb"
-schema = "sqlbuild_state"
-
-[targets.dev.state.connection]
-database = "state.duckdb"
-```
-
-DuckDB state stores are file-based. Relative paths are resolved against the project directory. Suitable for local development and single-user workflows. Not recommended when multiple processes or CI jobs need concurrent state access.
-
-### Postgres state backend
-
-```toml
-[targets.prod.state]
-backend = "postgres"
-schema = "sqlbuild_state"
-
-[targets.prod.state.connection]
-host = "state-db.internal"
-port = 5432
-user = "sqlbuild_state"
-password = "${ENV:STATE_DB_PASSWORD}"
-dbname = "sqlbuild_state"
-```
-
-Postgres is recommended for production. It supports concurrent access from multiple developers or CI jobs.
-
-## State initialization
-
-Before using virtual commands, initialize the state store:
-
-```bash
-sqb state init
-```
-
-This creates the state tables in the configured schema. Run it once per physical target.
-
-## State lifecycle
-
-| Command | Description |
-|---------|-------------|
-| `sqb state init` | Create state tables |
-| `sqb state migrate` | Back up current state and re-initialize tables |
-| `sqb state rollback` | Restore from the latest backup |
-| `sqb state rollback --backup-id ` | Restore from a specific backup |
-| `sqb state reset --auto-approve` | Drop all state tables (requires `allow_reset = true`) |
-
-`state migrate` creates a backup schema (e.g. `sqlbuild_state__backup_`) before re-initializing. This lets you roll back if a migration causes problems.
-
-`state reset` is destructive and requires both `allow_reset = true` in config and `--auto-approve` on the command line.
-
-## Local overrides
-
-Use `sqlbuild_local.toml` to override state connection config per developer:
-
-```toml
-[targets.dev.state.connection]
-database = "local-state.duckdb"
-```
-
-This is useful when each developer uses a local state file while the project config points to a shared state database.
-
-## Per-target state
-
-Different physical targets can use different state backends:
-
-```toml
-[targets.dev.state]
-backend = "duckdb"
-schema = "sqlbuild_state"
-
-[targets.dev.state.connection]
-database = "state.duckdb"
-
-[targets.prod.state]
-backend = "postgres"
-schema = "sqlbuild_state"
-
-[targets.prod.state.connection]
-host = "prod-state.internal"
-dbname = "sqlbuild_state"
-```
-
-Each physical target has its own state store. VDEs are scoped to their physical target and cannot be promoted or compared across different physical targets.
-
-## Unsuffixed VDE naming
-
-By default, all VDE logical views use a suffixed schema: `dev__kevin.fact_orders`. For the primary VDE that consumers query directly (e.g. the production VDE), you typically want clean unsuffixed names: `dev.fact_orders`.
-
-Configure this with `unsuffixed_virtual_env`:
-
-```toml
-[targets.dev.state]
-backend = "duckdb"
-schema = "sqlbuild_state"
-unsuffixed_virtual_env = "dev"
-
-[targets.dev.state.connection]
-database = "state.duckdb"
-```
-
-With this config, VDE `dev` uses `dev.fact_orders` while other VDEs like `kevin` use `dev__kevin.fact_orders`.
-
-This setting is also required for [adopt and detach](/docs/concepts/virtual-environments/adopt-detach) operations so that existing consumer queries continue to work after migrating to virtual mode.
-
-## Janitor configuration
-
-When using virtual environments, configure the janitor to run periodically to clean up expired VDEs, old checkpoints, and unreferenced physical versions:
-
-```toml
-[janitor]
-enabled = true
-retention_days = 30
-max_checkpoints = 20
-```
-
-See [Janitor](/docs/concepts/virtual-environments/janitor) for details on what gets cleaned up and how retention works.
-
-## State tables
-
-The state store contains current-state tables and append-only history tables. You do not need to interact with these directly, but understanding what is stored helps when debugging:
-
-**Current state:** `state_versions`, `model_versions`, `function_versions`, `physical_relations`, `physical_relation_ancestry`, `virtual_environments`, `virtual_environment_refs`, `virtual_environment_function_refs`, `virtual_environment_checkpoints`, `virtual_environment_checkpoint_refs`, `virtual_environment_checkpoint_function_refs`, `locks`, `state_operations`
-
-**History:** `plan_runs`, `virtual_environment_ref_events`, `reconcile_events`, `state_migration_events`, `state_operation_events`
diff --git a/website/src/content/docs/docs/feature-comparison.mdx b/website/src/content/docs/docs/feature-comparison.mdx
index 7160acadf4..0470d2c666 100644
--- a/website/src/content/docs/docs/feature-comparison.mdx
+++ b/website/src/content/docs/docs/feature-comparison.mdx
@@ -59,18 +59,16 @@ SQLBuild, dbt, and SQLMesh are all SQL pipeline frameworks. They share common gr
 
 | Feature | SQLBuild | dbt | SQLMesh |
 |---------|----------|-----|---------|
-| Stale-driven virtual builds | Optional `--changes-only` execution over VDE version bindings | dbt State (paid) | Version hash comparison |
 | Warehouse-native state | Append-only tables in the warehouse; no external state database | manifest.json artifacts | Requires external state store (SQLite/PostgreSQL) |
 | Source freshness | `sqb freshness` with adapter/column/sql strategies, lag tolerance, and CI gating | `dbt source freshness` | No dedicated freshness command; `signals` gate model evaluation until external data is ready |
-| Reuse across environments | Virtual environments reuse fingerprint-matched physical tables across environments (shared physical storage) | dbt State clone (paid) | Virtual environments reuse fingerprint-matched physical tables across environments (shared physical storage) |
 | Cascade propagation | Topological walk with `replay_on_change` policy inheritance and override | No cascade control | Cascades through version hashes |
 
 ### Environments
 
 | Feature | SQLBuild | dbt | SQLMesh |
 |---------|----------|-----|---------|
-| Virtual environments | Pointer swaps with hash-based version reuse (opt-in) | No | Pointer swaps, no compute cost |
-| Data diffs | Full row-level data comparison across targets or virtual environments | No | Table diff |
+| Virtual environments | No. Build branches into their own schema, and copy relations between targets with `sqb clone` | No | Pointer swaps, no compute cost |
+| Data diffs | Full row-level data comparison across targets | No | Table diff |
 | Zero-copy cloning | `sqb clone` | No | No |
 
 ### Models
@@ -122,7 +120,7 @@ SQLBuild, dbt, and SQLMesh are all SQL pipeline frameworks. They share common gr
 
 | Tool | Best for |
 |------|----------|
-| **SQLBuild** | Rigor-first SQL pipelines: compile-time verification, pre-promotion audit gating, multi-model tests, and local E2E replay by default. Opt into change-aware builds and warehouse-native state when full rebuilds get expensive, plus ingestion, Python nodes, and virtual environments as the project grows. |
+| **SQLBuild** | Rigor-first SQL pipelines: compile-time verification, pre-promotion audit gating, multi-model tests, and local E2E replay by default. Opt into change-aware builds and warehouse-native state when full rebuilds get expensive, plus ingestion and Python nodes as the project grows. |
 | **dbt** | The most widely adopted SQL transformation framework with the largest adapter and community ecosystem. |
 | **SQLMesh** | State-managed pipelines with virtual environments, interval tracking, and cross-dialect transpilation. |
 
diff --git a/website/src/navigation.mjs b/website/src/navigation.mjs
index a05816ace9..b0e003cb0e 100644
--- a/website/src/navigation.mjs
+++ b/website/src/navigation.mjs
@@ -159,23 +159,6 @@ export const sidebar = [
 			"docs/concepts/python-nodes/sql-references"
 		]
 	},
-	{
-		"label": "Virtual Environments (Alpha)",
-		"items": [
-			"docs/concepts/virtual-environments",
-			"docs/concepts/virtual-environments/setup",
-			"docs/concepts/virtual-environments/building",
-			"docs/concepts/virtual-environments/promotion",
-			"docs/concepts/virtual-environments/rollback",
-			"docs/concepts/virtual-environments/adopt-detach",
-			"docs/concepts/virtual-environments/clone",
-			"docs/concepts/virtual-environments/diff",
-			"docs/concepts/virtual-environments/reconcile",
-			"docs/concepts/virtual-environments/locks",
-			"docs/concepts/virtual-environments/janitor",
-			"docs/concepts/virtual-environments/recovery"
-		]
-	},
 	{
 		"label": "Integrations",
 		"items": [
@@ -220,11 +203,7 @@ export const sidebar = [
 			"docs/cli/debug",
 			"docs/cli/janitor",
 			"docs/cli/clean",
-			"docs/cli/dbt",
-			"docs/cli/state",
-			"docs/cli/promote",
-			"docs/cli/rollback",
-			"docs/cli/reconcile"
+			"docs/cli/dbt"
 		]
 	}
 ];

From aa9d030f5cb917453e60dd502f532a7ff0d154f3 Mon Sep 17 00:00:00 2001
From: Kevin Longe <273747162+kvlonge@users.noreply.github.com>
Date: Fri, 25 Sep 2026 16:59:48 +0100
Subject: [PATCH 19/27] docs: colour the janitor output like the CLI

---
 website/public/index.html | 12 ++++++------
 website/public/styles.css |  8 ++++++++
 2 files changed, 14 insertions(+), 6 deletions(-)

diff --git a/website/public/index.html b/website/public/index.html
index 7fa4ac1463..64d666b1d0 100644
--- a/website/public/index.html
+++ b/website/public/index.html
@@ -321,13 +321,13 @@ 
Archive old tables before deleting them

 								

 							
 
sqb janitor
-Janitor preview  prod
-  relations to archive   1
-  archives to delete     0
-  archive retention      14 days
+Janitor preview  prod
+  relations to archive   1
+  archives to delete     0
+  archive retention      14 days
 
-Relations to archive
-  prod.weekly_revenue  ->  prod._sqb_archive__20260925t155417z__weekly_revenue  …

+Relations to archive
+  prod.weekly_revenue  ->  prod._sqb_archive__20260925t155417z__weekly_revenue  …

diff --git a/website/public/styles.css b/website/public/styles.css index 650a69d7e3..04a387d1f4 100644 --- a/website/public/styles.css +++ b/website/public/styles.css @@ -465,6 +465,14 @@ h3 { color: var(--stale); } +.terminal .info { + color: var(--primary); +} + +.terminal .strong { + font-weight: 500; +} + .step-text code, .grid code, .caption code { From 2888f43a323dd595ca56024d9a499470fbce5b15 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:04:25 +0100 Subject: [PATCH 20/27] docs: keep the projects behind the landing page output --- website/examples/README.md | 45 +++++ .../models/finance/daily_revenue.sql | 9 + .../examples/hero-shop/sqlbuild_project.toml | 10 + .../tidy-shop/models/daily_revenue.sql | 5 + .../examples/tidy-shop/sqlbuild_project.toml | 15 ++ website/examples/waffle-shop/README.md | 65 +++++++ .../audits/generic/expression_is_true.sql | 5 + .../sql/table_fn__customer_orders.sql | 21 +++ .../functions/sql/udf__is_completed_order.sql | 6 + .../waffle-shop/hooks/python/.gitkeep | 0 .../examples/waffle-shop/hooks/sql/.gitkeep | 0 .../waffle-shop/loaders/waffle_sources.py | 75 ++++++++ .../examples/waffle-shop/macros/currency.py | 6 + .../materializations/partition_tracked.py | 176 ++++++++++++++++++ .../intermediate/customer_status_snapshot.sql | 35 ++++ .../intermediate/order_status_index.sql | 22 +++ .../marts/_sqlbuild/_enums/payment_status.sql | 7 + .../marts/_sqlbuild/_macros/currency.py | 6 + .../marts/_sqlbuild/_macros/datetime.py | 7 + .../models/marts/daily_order_partitioned.sql | 34 ++++ .../models/marts/daily_order_rollup.sql | 35 ++++ .../models/marts/daily_revenue.sql | 25 +++ .../models/marts/dim_customers.sql | 23 +++ .../waffle-shop/models/marts/fact_orders.sql | 26 +++ .../hourly_activity_with_daily_context.sql | 37 ++++ .../models/marts/hourly_order_activity.sql | 34 ++++ .../models/staging/stg_customers.sql | 17 ++ .../waffle-shop/models/staging/stg_orders.sql | 26 +++ .../models/staging/stg_payments.sql | 20 ++ website/examples/waffle-shop/rules/layers.py | 15 ++ .../examples/waffle-shop/seeds/lookups.yml | 12 ++ .../waffle-shop/seeds/waffle_types.csv | 7 + website/examples/waffle-shop/sources/raw.yml | 47 +++++ .../waffle-shop/sqlbuild_project.toml | 26 +++ .../tests/scenarios/daily_revenue_minimal.sql | 59 ++++++ .../scenarios/daily_revenue_multi_order.sql | 59 ++++++ .../waffle-shop/tests/test_rule_layers.py | 17 ++ .../tests/unit/test_daily_revenue_chain.sql | 86 +++++++++ .../tests/unit/test_fact_orders.sql | 50 +++++ .../unit/test_line_total_cents_macro.sql | 14 ++ .../tests/unit/test_stg_orders.sql | 27 +++ 41 files changed, 1211 insertions(+) create mode 100644 website/examples/README.md create mode 100644 website/examples/hero-shop/models/finance/daily_revenue.sql create mode 100644 website/examples/hero-shop/sqlbuild_project.toml create mode 100644 website/examples/tidy-shop/models/daily_revenue.sql create mode 100644 website/examples/tidy-shop/sqlbuild_project.toml create mode 100644 website/examples/waffle-shop/README.md create mode 100644 website/examples/waffle-shop/audits/generic/expression_is_true.sql create mode 100644 website/examples/waffle-shop/functions/sql/table_fn__customer_orders.sql create mode 100644 website/examples/waffle-shop/functions/sql/udf__is_completed_order.sql create mode 100644 website/examples/waffle-shop/hooks/python/.gitkeep create mode 100644 website/examples/waffle-shop/hooks/sql/.gitkeep create mode 100644 website/examples/waffle-shop/loaders/waffle_sources.py create mode 100644 website/examples/waffle-shop/macros/currency.py create mode 100644 website/examples/waffle-shop/materializations/partition_tracked.py create mode 100644 website/examples/waffle-shop/models/intermediate/customer_status_snapshot.sql create mode 100644 website/examples/waffle-shop/models/intermediate/order_status_index.sql create mode 100644 website/examples/waffle-shop/models/marts/_sqlbuild/_enums/payment_status.sql create mode 100644 website/examples/waffle-shop/models/marts/_sqlbuild/_macros/currency.py create mode 100644 website/examples/waffle-shop/models/marts/_sqlbuild/_macros/datetime.py create mode 100644 website/examples/waffle-shop/models/marts/daily_order_partitioned.sql create mode 100644 website/examples/waffle-shop/models/marts/daily_order_rollup.sql create mode 100644 website/examples/waffle-shop/models/marts/daily_revenue.sql create mode 100644 website/examples/waffle-shop/models/marts/dim_customers.sql create mode 100644 website/examples/waffle-shop/models/marts/fact_orders.sql create mode 100644 website/examples/waffle-shop/models/marts/hourly_activity_with_daily_context.sql create mode 100644 website/examples/waffle-shop/models/marts/hourly_order_activity.sql create mode 100644 website/examples/waffle-shop/models/staging/stg_customers.sql create mode 100644 website/examples/waffle-shop/models/staging/stg_orders.sql create mode 100644 website/examples/waffle-shop/models/staging/stg_payments.sql create mode 100644 website/examples/waffle-shop/rules/layers.py create mode 100644 website/examples/waffle-shop/seeds/lookups.yml create mode 100644 website/examples/waffle-shop/seeds/waffle_types.csv create mode 100644 website/examples/waffle-shop/sources/raw.yml create mode 100644 website/examples/waffle-shop/sqlbuild_project.toml create mode 100644 website/examples/waffle-shop/tests/scenarios/daily_revenue_minimal.sql create mode 100644 website/examples/waffle-shop/tests/scenarios/daily_revenue_multi_order.sql create mode 100644 website/examples/waffle-shop/tests/test_rule_layers.py create mode 100644 website/examples/waffle-shop/tests/unit/test_daily_revenue_chain.sql create mode 100644 website/examples/waffle-shop/tests/unit/test_fact_orders.sql create mode 100644 website/examples/waffle-shop/tests/unit/test_line_total_cents_macro.sql create mode 100644 website/examples/waffle-shop/tests/unit/test_stg_orders.sql diff --git a/website/examples/README.md b/website/examples/README.md new file mode 100644 index 0000000000..60f94603ab --- /dev/null +++ b/website/examples/README.md @@ -0,0 +1,45 @@ +# Landing page examples + +The projects that produced the real `sqb` output on the landing page, so it can be regenerated when +the CLI changes. Build output, logs and DuckDB files are not kept; every project runs locally on +DuckDB. + +| Project | Landing page | +|---------|--------------| +| `waffle-shop/` | Steps 02 to 07. It is `sqb playground waffle-shop` plus the custom Rule in `rules/layers.py` and its test, the scoped enum and macros under `models/marts/_sqlbuild/`, and the renamed `daily_order_rollup` model. | +| `tidy-shop/` | Step 08, the janitor. | +| `hero-shop/` | The hero: a model moved and renamed. | + +## Step 08: janitor + +`tidy-shop` shows the state after the stale model was removed. To regenerate the output, restore it +first: + +```bash +cd tidy-shop +cat > models/weekly_revenue.sql <<'SQL' +MODEL ( + materialized table, +); + +SELECT DATE_TRUNC('week', revenue_date) AS revenue_week, SUM(total_revenue_cents) AS total_revenue_cents +FROM __ref("daily_revenue") +GROUP BY 1 +SQL +sqb build +rm models/weekly_revenue.sql +sqb janitor +``` + +## Hero: move and rename + +`hero-shop` shows the state after the move. The model started as `models/marts/revenue.sql`: + +```bash +cd hero-shop +mkdir -p models/marts +mv models/finance/daily_revenue.sql models/marts/revenue.sql +sqb build +mv models/marts/revenue.sql models/finance/daily_revenue.sql +sqb plan +``` diff --git a/website/examples/hero-shop/models/finance/daily_revenue.sql b/website/examples/hero-shop/models/finance/daily_revenue.sql new file mode 100644 index 0000000000..21cbbb30b2 --- /dev/null +++ b/website/examples/hero-shop/models/finance/daily_revenue.sql @@ -0,0 +1,9 @@ +MODEL ( + materialized incremental, + incremental_strategy delete_insert, + cursor revenue_date, + cursor_type timestamp, + cursor_grain day, +); + +SELECT CAST('2026-04-01' AS DATE) AS revenue_date, 2850 AS total_revenue_cents diff --git a/website/examples/hero-shop/sqlbuild_project.toml b/website/examples/hero-shop/sqlbuild_project.toml new file mode 100644 index 0000000000..e39dfebc63 --- /dev/null +++ b/website/examples/hero-shop/sqlbuild_project.toml @@ -0,0 +1,10 @@ +name = "waffle_shop" +adapter = "duckdb" +default_target = "prod" + +[connections.local] +database = "warehouse.duckdb" + +[targets.prod] +connection = "local" +schema = "prod" diff --git a/website/examples/tidy-shop/models/daily_revenue.sql b/website/examples/tidy-shop/models/daily_revenue.sql new file mode 100644 index 0000000000..6440f96b40 --- /dev/null +++ b/website/examples/tidy-shop/models/daily_revenue.sql @@ -0,0 +1,5 @@ +MODEL ( + materialized table, +); + +SELECT CAST('2026-04-01' AS DATE) AS revenue_date, 2850 AS total_revenue_cents diff --git a/website/examples/tidy-shop/sqlbuild_project.toml b/website/examples/tidy-shop/sqlbuild_project.toml new file mode 100644 index 0000000000..6fc3dbe9a4 --- /dev/null +++ b/website/examples/tidy-shop/sqlbuild_project.toml @@ -0,0 +1,15 @@ +name = "waffle_shop" +adapter = "duckdb" +default_target = "prod" + +[connections.local] +database = "warehouse.duckdb" + +[targets.prod] +connection = "local" +schema = "prod" + +[janitor] +enabled = true +retention_days = 0 +archive_retention_days = 14 diff --git a/website/examples/waffle-shop/README.md b/website/examples/waffle-shop/README.md new file mode 100644 index 0000000000..9c679a8a59 --- /dev/null +++ b/website/examples/waffle-shop/README.md @@ -0,0 +1,65 @@ +# SQLBuild Waffle Shop Playground + +This project is a local DuckDB playground for SQLBuild. It is self-contained and does not require warehouse credentials. + +## Try It + +Compile the project: + +```bash +sqb compile +``` + +Build the project locally with DuckDB: + +```bash +sqb build +``` + +After the build creates the local DuckDB objects, run SQL unit tests: + +```bash +sqb test +``` + +Run audits: + +```bash +sqb audit +``` + +Inspect lineage: + +```bash +sqb lineage fact_orders +``` + +## What This Shows + +- DuckDB-backed local execution +- SQL models across staging, intermediate, and mart layers +- Seeds, expression-backed sources, and Python source loaders +- SQL unit tests and multi-model tests +- Built-in and custom audits +- SQL functions +- Macros and custom materialization hooks +- Incremental and partition-oriented model patterns + +The local DuckDB database is created as needed when you run build-oriented commands. + +## Source Loaders + +Two raw tables are populated by Python loaders before the selected model DAG runs: + +- `raw__customers` uses a list-returning loader with `write_strategy: table`. +- `raw__orders` uses a generator loader with `write_strategy: delete_insert` and `cursor_column: ordered_at`. + +The payment source remains expression-backed, so the project demonstrates both managed source loaders and inline demo data. + +Try the loader controls: + +```bash +sqb build --no-load # run models against already-loaded source tables +sqb build --reload # reload sources while leaving models incremental +sqb load # run only source loaders +``` diff --git a/website/examples/waffle-shop/audits/generic/expression_is_true.sql b/website/examples/waffle-shop/audits/generic/expression_is_true.sql new file mode 100644 index 0000000000..6bdbdcaded --- /dev/null +++ b/website/examples/waffle-shop/audits/generic/expression_is_true.sql @@ -0,0 +1,5 @@ +AUDIT (); + +SELECT * +FROM __ref("@model") +WHERE NOT (@expression) diff --git a/website/examples/waffle-shop/functions/sql/table_fn__customer_orders.sql b/website/examples/waffle-shop/functions/sql/table_fn__customer_orders.sql new file mode 100644 index 0000000000..7f1bc18a47 --- /dev/null +++ b/website/examples/waffle-shop/functions/sql/table_fn__customer_orders.sql @@ -0,0 +1,21 @@ +FUNCTION ( + arguments (p_customer_id INTEGER), + returns table ( + order_id INTEGER, + ordered_at TIMESTAMP, + waffle_name VARCHAR, + line_total_cents INTEGER, + order_status VARCHAR, + is_completed_order BOOLEAN + ) +); + +SELECT + order_id, + ordered_at, + waffle_name, + line_total_cents, + order_status, + is_completed_order +FROM __ref("fact_orders") +WHERE customer_id = p_customer_id diff --git a/website/examples/waffle-shop/functions/sql/udf__is_completed_order.sql b/website/examples/waffle-shop/functions/sql/udf__is_completed_order.sql new file mode 100644 index 0000000000..98ef857e40 --- /dev/null +++ b/website/examples/waffle-shop/functions/sql/udf__is_completed_order.sql @@ -0,0 +1,6 @@ +FUNCTION ( + arguments (order_status STRING), + returns BOOLEAN, +); + +order_status = 'completed' diff --git a/website/examples/waffle-shop/hooks/python/.gitkeep b/website/examples/waffle-shop/hooks/python/.gitkeep new file mode 100644 index 0000000000..e69de29bb2 diff --git a/website/examples/waffle-shop/hooks/sql/.gitkeep b/website/examples/waffle-shop/hooks/sql/.gitkeep new file mode 100644 index 0000000000..e69de29bb2 diff --git a/website/examples/waffle-shop/loaders/waffle_sources.py b/website/examples/waffle-shop/loaders/waffle_sources.py new file mode 100644 index 0000000000..b9267ec2b1 --- /dev/null +++ b/website/examples/waffle-shop/loaders/waffle_sources.py @@ -0,0 +1,75 @@ +from collections.abc import Iterator +from datetime import datetime + +from sqlbuild.loaders import loader + +CUSTOMERS: list[dict[str, object]] = [ + { + "id": 1, + "first_name": "Leslie", + "last_name": "Knope", + "email": "leslie@pawnee.gov", + "created_at": datetime(2026, 1, 15, 9, 0, 0), + }, + { + "id": 2, + "first_name": "Ron", + "last_name": "Swanson", + "email": "ron@pawnee.gov", + "created_at": datetime(2026, 2, 1, 8, 0, 0), + }, + { + "id": 3, + "first_name": "Ann", + "last_name": "Perkins", + "email": "ann@pawnee.gov", + "created_at": datetime(2026, 2, 14, 10, 0, 0), + }, + { + "id": 4, + "first_name": "Ben", + "last_name": "Wyatt", + "email": "ben@pawnee.gov", + "created_at": datetime(2026, 3, 1, 7, 30, 0), + }, + { + "id": 5, + "first_name": "April", + "last_name": "Ludgate", + "email": "april@pawnee.gov", + "created_at": datetime(2026, 3, 15, 11, 0, 0), + }, +] + +ORDERS: list[tuple[int, int, int, int, datetime, str]] = [ + (1, 1, 1, 2, datetime(2026, 4, 1, 9, 15, 0), "completed"), + (2, 1, 4, 1, datetime(2026, 4, 1, 9, 15, 0), "completed"), + (3, 2, 6, 3, datetime(2026, 4, 1, 10, 30, 0), "completed"), + (4, 3, 2, 1, datetime(2026, 4, 2, 8, 45, 0), "completed"), + (5, 4, 1, 1, datetime(2026, 4, 2, 12, 0, 0), "completed"), + (6, 4, 3, 1, datetime(2026, 4, 2, 12, 0, 0), "completed"), + (7, 5, 5, 2, datetime(2026, 4, 3, 9, 0, 0), "cancelled"), + (8, 1, 2, 1, datetime(2026, 4, 3, 11, 0, 0), "completed"), + (9, 2, 6, 2, datetime(2026, 4, 4, 10, 0, 0), "preparing"), + (10, 3, 1, 4, datetime(2026, 4, 4, 14, 30, 0), "placed"), +] + + +@loader +def raw__customers(ctx: object) -> list[dict[str, object]]: + _ = ctx + return CUSTOMERS + + +@loader +def raw__orders(ctx: object) -> Iterator[dict[str, object]]: + _ = ctx + for order_id, customer_id, waffle_type_id, quantity, ordered_at, status in ORDERS: + yield { + "id": order_id, + "customer_id": customer_id, + "waffle_type_id": waffle_type_id, + "quantity": quantity, + "ordered_at": ordered_at, + "status": status, + } diff --git a/website/examples/waffle-shop/macros/currency.py b/website/examples/waffle-shop/macros/currency.py new file mode 100644 index 0000000000..f4ccb3cc93 --- /dev/null +++ b/website/examples/waffle-shop/macros/currency.py @@ -0,0 +1,6 @@ +"""Project-wide currency macros.""" + + +def line_total_cents(price_cents: str, quantity: str) -> str: + """Calculate line total cents from a unit price and quantity.""" + return f"{price_cents} * {quantity}" diff --git a/website/examples/waffle-shop/materializations/partition_tracked.py b/website/examples/waffle-shop/materializations/partition_tracked.py new file mode 100644 index 0000000000..6f7487fa0c --- /dev/null +++ b/website/examples/waffle-shop/materializations/partition_tracked.py @@ -0,0 +1,176 @@ +"""Partition-tracked custom materialization for the waffle shop example. + +Tracks which date partitions have been materialized in a state table. +Generates the expected date range, checks the tracking table for untracked +partitions, then builds each one: CTAS into staging, audit, delete-insert +into target, record in tracking table. The target is never dropped. +""" + +from __future__ import annotations + +from typing import Any + +from sqlbuild.adapter.contract.types import FrameworkType +from sqlbuild.executor.auditing.models import AuditExecutionResult +from sqlbuild.executor.custom.models import MaterializationContext, MaterializationResult + +_AUDIT_ERROR: str = "ERROR" + + +def materialize(ctx: MaterializationContext) -> MaterializationResult: + tracking_table: str = ctx.qualify_in_destination_schema(str(ctx.config["tracking_table"])) + partition_col: str = str(ctx.config["partition_column"]) + date_start: str = str(ctx.config["date_range_start"]) + date_end: str = str(ctx.config["date_range_end"]) + staging: str = ctx.qualify_in_destination_schema(f"{ctx.destination_name}__staging") + string_type: str = ctx.adapter.render_framework_type(FrameworkType.STRING) + timestamp_type: str = ctx.adapter.render_framework_type(FrameworkType.TIMESTAMP) + built_at_default: str = "" + if ctx.adapter.sql_analysis_dialect() != "databricks": + built_at_default = " DEFAULT CURRENT_TIMESTAMP" + + ctx.execute_sql( + f"CREATE TABLE IF NOT EXISTS {tracking_table} " + f"(partition_value {string_type}, run_id {string_type}, " + f"built_at {timestamp_type}{built_at_default})" + ) + + if ctx.is_full_refresh: + ctx.log("clearing partition tracking state") + ctx.execute_sql(f"DELETE FROM {tracking_table}") + + all_partitions: list[str] = _generate_date_range(date_start, date_end) + ctx.log("checking for stale partitions") + stale: list[str] = _find_stale_partitions(ctx, tracking_table, all_partitions) + + if not stale: + if ctx.on_progress is not None: + ctx.on_progress("no stale partitions") + return MaterializationResult(relation=ctx.destination, audit_results=()) + + if ctx.on_progress is not None: + ctx.on_progress(f"{len(stale)} partitions to build") + + all_audit_results: list[AuditExecutionResult] = [] + target_exists: bool = ctx.adapter.relation_exists( + connection=ctx.connection, + database=ctx.destination_database, + schema=ctx.destination_schema, + name=ctx.destination_name, + ) + + partition_value: str + for i, partition_value in enumerate(stale): + next_day: str = _next_date(partition_value) + partition_sql: str = ctx.sql.replace("@@@partition_start", f"'{partition_value}'").replace( + "@@@partition_end", f"'{next_day}'" + ) + + if ctx.on_progress is not None: + ctx.on_progress(f"partition {i + 1}/{len(stale)}: {partition_value}") + ctx.log(f"building partition {partition_value}") + + ctx.adapter.drop( + connection=ctx.connection, + destination=staging, + if_exists=True, + statement_recorder=ctx.statement_recorder, + ) + ctx.adapter.create_table_as( + connection=ctx.connection, + destination=staging, + sql=partition_sql, + statement_recorder=ctx.statement_recorder, + ) + + audit_results: tuple[AuditExecutionResult, ...] = ctx.run_audits(staging) + all_audit_results.extend(audit_results) + if any(r.outcome.value == _AUDIT_ERROR for r in audit_results): + return MaterializationResult( + relation=ctx.destination, + failed=True, + error=f"audit failed for partition {partition_value}", + cleanup_relations=(staging,), + audit_results=tuple(all_audit_results), + ) + + if not target_exists: + ctx.log("promoting first partition into target") + ctx.adapter.rename( + connection=ctx.connection, + origin=staging, + destination=ctx.destination, + statement_recorder=ctx.statement_recorder, + ) + target_exists = True + else: + ctx.log("promoting partition into target") + ctx.execute_sql( + f"DELETE FROM {ctx.destination} " + f"WHERE CAST({partition_col} AS DATE) >= CAST('{partition_value}' AS DATE) " + f"AND CAST({partition_col} AS DATE) < CAST('{next_day}' AS DATE)" + ) + ctx.execute_sql(f"INSERT INTO {ctx.destination} SELECT * FROM {staging}") + + ctx.adapter.merge( + connection=ctx.connection, + destination=tracking_table, + sql=( + f"SELECT '{partition_value}' AS partition_value, " + f"'{ctx.run_id}' AS run_id, CURRENT_TIMESTAMP AS built_at" + ), + unique_key="partition_value", + statement_recorder=ctx.statement_recorder, + ) + + ctx.adapter.drop( + connection=ctx.connection, + destination=staging, + if_exists=True, + statement_recorder=ctx.statement_recorder, + ) + return MaterializationResult( + relation=ctx.destination, + cleanup_relations=(staging,), + audit_results=tuple(all_audit_results), + ) + + +def _find_stale_partitions( + ctx: MaterializationContext, + tracking_table: str, + all_partitions: list[str], +) -> list[str]: + if not all_partitions: + return [] + + cursor: Any = ctx.execute_sql(f"SELECT partition_value FROM {tracking_table}") + tracked: set[str] = {str(row[0]) for row in cursor.fetchall()} + stale: list[str] = [p for p in all_partitions if p not in tracked] + latest_partition: str = all_partitions[-1] + if latest_partition not in stale: + stale.append(latest_partition) + return stale + + +def _generate_date_range(start: str, end: str) -> list[str]: + result: list[str] = [] + current: str = start + while current < end: + result.append(current) + current = _next_date(current) + return result + + +def _next_date(date_str: str) -> str: + parts: list[str] = date_str.split("-") + year: int = int(parts[0]) + month: int = int(parts[1]) + day: int = int(parts[2]) + 1 + if day > 28: + day = 1 + month += 1 + if month > 12: + month = 1 + year += 1 + return f"{year:04d}-{month:02d}-{day:02d}" diff --git a/website/examples/waffle-shop/models/intermediate/customer_status_snapshot.sql b/website/examples/waffle-shop/models/intermediate/customer_status_snapshot.sql new file mode 100644 index 0000000000..eec03020cb --- /dev/null +++ b/website/examples/waffle-shop/models/intermediate/customer_status_snapshot.sql @@ -0,0 +1,35 @@ +MODEL ( + materialized incremental, + incremental_strategy merge, + unique_key [customer_id], + cursor last_ordered_at, + cursor_type timestamp, + cursor_grain second, + row_diff_exclude_columns [latest_order_status], + row_diff_tolerances ( + by_column ( + total_revenue_cents ( + absolute 1, + ), + ), + ), + cursor_inputs ( + fact_orders ordered_at, + ), + on_schema_change sync_all_columns, + replay_on_change full, + tags [intermediate, acceptance], + description "Merge-based customer snapshot with timestamp cursor and explicit backfill policies.", + columns ( + customer_id (audits [not_null, unique]), + ), +); + +SELECT + customer_id, + MAX(ordered_at) AS last_ordered_at, + MAX(order_status) AS latest_order_status, + COUNT(*) AS total_orders, + SUM(line_total_cents) AS total_revenue_cents +FROM __ref("fact_orders") +GROUP BY customer_id diff --git a/website/examples/waffle-shop/models/intermediate/order_status_index.sql b/website/examples/waffle-shop/models/intermediate/order_status_index.sql new file mode 100644 index 0000000000..a837e5ce0e --- /dev/null +++ b/website/examples/waffle-shop/models/intermediate/order_status_index.sql @@ -0,0 +1,22 @@ +MODEL ( + materialized incremental, + incremental_strategy delete_insert, + unique_key [order_id], + cursor order_id, + cursor_type integer, + on_schema_change append_new_columns, + replay_on_change bounded-7d, + tags [intermediate, acceptance], + description "Integer-cursor incremental projection over fact orders.", + columns ( + order_id (audits [not_null, unique]), + ), +); + +SELECT + order_id, + customer_id, + order_status, + ordered_at, + line_total_cents +FROM __ref("fact_orders") diff --git a/website/examples/waffle-shop/models/marts/_sqlbuild/_enums/payment_status.sql b/website/examples/waffle-shop/models/marts/_sqlbuild/_enums/payment_status.sql new file mode 100644 index 0000000000..e68ae4e8cf --- /dev/null +++ b/website/examples/waffle-shop/models/marts/_sqlbuild/_enums/payment_status.sql @@ -0,0 +1,7 @@ +ENUM ( + name payment_status, + members ( + SUCCESS "success", + FAILED "failed", + ), +); diff --git a/website/examples/waffle-shop/models/marts/_sqlbuild/_macros/currency.py b/website/examples/waffle-shop/models/marts/_sqlbuild/_macros/currency.py new file mode 100644 index 0000000000..010f20d531 --- /dev/null +++ b/website/examples/waffle-shop/models/marts/_sqlbuild/_macros/currency.py @@ -0,0 +1,6 @@ +"""Currency formatting macros.""" + + +def cents_to_dollars(column: str) -> str: + """Convert a cents integer column to a dollars decimal with two decimal places.""" + return f"ROUND(({column}) / 100.0, 2)" diff --git a/website/examples/waffle-shop/models/marts/_sqlbuild/_macros/datetime.py b/website/examples/waffle-shop/models/marts/_sqlbuild/_macros/datetime.py new file mode 100644 index 0000000000..4a540b76a3 --- /dev/null +++ b/website/examples/waffle-shop/models/marts/_sqlbuild/_macros/datetime.py @@ -0,0 +1,7 @@ +"""Datetime portability macros.""" + + +def timestamp_trunc(ctx, grain: str, expr: str) -> str: + if ctx.adapter_name == "bigquery": + return f"TIMESTAMP_TRUNC({expr}, {grain.upper()})" + return f"DATE_TRUNC('{grain}', {expr})" diff --git a/website/examples/waffle-shop/models/marts/daily_order_partitioned.sql b/website/examples/waffle-shop/models/marts/daily_order_partitioned.sql new file mode 100644 index 0000000000..34a127a08d --- /dev/null +++ b/website/examples/waffle-shop/models/marts/daily_order_partitioned.sql @@ -0,0 +1,34 @@ +MODEL ( + materialized partition_tracked, + tags [marts], + placeholders ( + partition_start "'2026-04-01'", + partition_end "'2026-04-05'", + ), + config ( + tracking_table partition_state, + partition_column order_date, + date_range_start 2026-04-01, + date_range_end 2026-04-05, + ), + description "Partition-tracked daily order summary using custom materialization.", + columns ( + order_date (audits [not_null]), + ), + audits [ + expression_is_true ( + name "waffles_ordered_is_positive", + expression "waffles_ordered > 0", + ), + ], +); + +SELECT + CAST(o.ordered_at AS DATE) AS order_date, + COUNT(DISTINCT o.order_id) AS order_count, + SUM(o.quantity) AS waffles_ordered, + COUNT(DISTINCT o.customer_id) AS unique_customers +FROM __ref("stg_orders") o +WHERE CAST(o.ordered_at AS DATE) >= CAST(@@@partition_start AS DATE) + AND CAST(o.ordered_at AS DATE) < CAST(@@@partition_end AS DATE) +GROUP BY CAST(o.ordered_at AS DATE) diff --git a/website/examples/waffle-shop/models/marts/daily_order_rollup.sql b/website/examples/waffle-shop/models/marts/daily_order_rollup.sql new file mode 100644 index 0000000000..005256c854 --- /dev/null +++ b/website/examples/waffle-shop/models/marts/daily_order_rollup.sql @@ -0,0 +1,35 @@ +MODEL ( + materialized incremental, + incremental_strategy delete_insert, + cursor activity_day, + cursor_type timestamp, + cursor_grain day, + microbatch_strategy watermark, + cursor_watermark_mode all, + cursor_inputs ( + hourly_order_activity (column activity_hour, roles [filter, watermark]), + ), + incremental_mode microbatch, + batch_size 2d, + replay_on_change bounded-14d, + tags [marts, acceptance], + description "Downstream daily microbatch rollup with a wider batch size than its hourly upstream.", + columns ( + activity_day (audits [not_null (run_scope delta_and_final)]), + ), + audits [ + expression_is_true ( + name "daily_orders_placed_is_non_negative", + expression "orders_placed >= 0", + run_scope delta_and_final, + ), + ], +); + +SELECT + @timestamp_trunc('day', 'activity_hour') AS activity_day, + SUM(orders_placed) AS orders_placed, + SUM(waffles_ordered) AS waffles_ordered, + SUM(revenue_cents) AS revenue_cents +FROM __ref("hourly_order_activity") +GROUP BY @timestamp_trunc('day', 'activity_hour') diff --git a/website/examples/waffle-shop/models/marts/daily_revenue.sql b/website/examples/waffle-shop/models/marts/daily_revenue.sql new file mode 100644 index 0000000000..54937bbc52 --- /dev/null +++ b/website/examples/waffle-shop/models/marts/daily_revenue.sql @@ -0,0 +1,25 @@ +MODEL ( + materialized table, + tags [marts], + description "Daily revenue aggregation.", + audits [ + expression_is_true ( + name "revenue_is_non_negative", + expression "total_revenue_cents >= 0", + ), + ], + columns ( + revenue_date (nullable false), + ), +); + +SELECT + CAST(o.ordered_at AS DATE) AS revenue_date, + COUNT(DISTINCT o.order_id) AS order_count, + SUM(o.quantity) AS waffles_sold, + SUM(p.amount_cents) AS total_revenue_cents, + @cents_to_dollars('SUM(p.amount_cents)') AS total_revenue_dollars, + SUM(p.amount_cents) / COUNT(DISTINCT o.order_id) AS avg_order_value_cents +FROM __ref("stg_orders") o +INNER JOIN __ref("stg_payments") p ON o.order_id = p.order_id AND p.payment_status = @enum("payment_status").SUCCESS +GROUP BY CAST(o.ordered_at AS DATE) diff --git a/website/examples/waffle-shop/models/marts/dim_customers.sql b/website/examples/waffle-shop/models/marts/dim_customers.sql new file mode 100644 index 0000000000..3cfc74903c --- /dev/null +++ b/website/examples/waffle-shop/models/marts/dim_customers.sql @@ -0,0 +1,23 @@ +MODEL ( + materialized table, + unique_key [customer_id], + row_diff_exclude_columns [email], + tags [marts], + description "Customer dimension with lifetime metrics.", + columns ( + customer_id (nullable false, audits [not_null, unique]), + ), +); + +SELECT + c.customer_id, + c.first_name, + c.last_name, + c.email, + c.created_at AS customer_since, + COUNT(DISTINCT o.order_id) AS lifetime_orders, + COALESCE(SUM(p.amount_cents), 0) AS lifetime_spend_cents +FROM __ref("stg_customers") c +LEFT JOIN __ref("stg_orders") o ON c.customer_id = o.customer_id +LEFT JOIN __ref("stg_payments") p ON o.order_id = p.order_id AND p.payment_status = 'success' +GROUP BY c.customer_id, c.first_name, c.last_name, c.email, c.created_at diff --git a/website/examples/waffle-shop/models/marts/fact_orders.sql b/website/examples/waffle-shop/models/marts/fact_orders.sql new file mode 100644 index 0000000000..b303f2a072 --- /dev/null +++ b/website/examples/waffle-shop/models/marts/fact_orders.sql @@ -0,0 +1,26 @@ +MODEL ( + materialized table, + tags [marts], + description "Order fact table with waffle and payment details.", + columns ( + order_id (nullable false, audits [not_null]), + ), +); + +SELECT + o.order_id, + o.customer_id, + o.waffle_type_id, + w.waffle_name, + w.category AS waffle_category, + o.quantity, + @line_total_cents("w.price_cents", "o.quantity") AS line_total_cents, + o.ordered_at, + o.status AS order_status, + __udf("udf__is_completed_order")(o.status) AS is_completed_order, + p.payment_method, + p.payment_status, + p.amount_cents AS payment_amount_cents +FROM __ref("stg_orders") o +LEFT JOIN __seed("waffle_types") w ON o.waffle_type_id = w.waffle_type_id +LEFT JOIN __ref("stg_payments") p ON o.order_id = p.order_id diff --git a/website/examples/waffle-shop/models/marts/hourly_activity_with_daily_context.sql b/website/examples/waffle-shop/models/marts/hourly_activity_with_daily_context.sql new file mode 100644 index 0000000000..cc46037031 --- /dev/null +++ b/website/examples/waffle-shop/models/marts/hourly_activity_with_daily_context.sql @@ -0,0 +1,37 @@ +MODEL ( + materialized incremental, + incremental_strategy delete_insert, + cursor activity_hour, + cursor_type timestamp, + cursor_grain hour, + microbatch_strategy watermark, + cursor_watermark_mode all, + cursor_inputs ( + hourly_order_activity (column activity_hour, roles [filter]), + daily_order_rollup (column activity_day, roles [filter, watermark]), + ), + incremental_mode microbatch, + batch_size 6h, + tags [marts, acceptance], + description "Hourly downstream microbatch model that depends on a coarser-grain daily upstream.", + columns ( + activity_hour (audits [not_null (run_scope delta_and_final)]), + ), + audits [ + expression_is_true ( + name "day_orders_cover_hourly_orders", + expression "day_orders_placed >= orders_placed", + run_scope delta_and_final, + ), + ], +); + +SELECT + h.activity_hour, + h.orders_placed, + d.orders_placed AS day_orders_placed, + h.waffles_ordered, + h.revenue_cents +FROM __ref("hourly_order_activity") h +INNER JOIN __ref("daily_order_rollup") d + ON @timestamp_trunc('day', 'h.activity_hour') = d.activity_day diff --git a/website/examples/waffle-shop/models/marts/hourly_order_activity.sql b/website/examples/waffle-shop/models/marts/hourly_order_activity.sql new file mode 100644 index 0000000000..447d88966c --- /dev/null +++ b/website/examples/waffle-shop/models/marts/hourly_order_activity.sql @@ -0,0 +1,34 @@ +MODEL ( + materialized incremental, + incremental_strategy delete_insert, + cursor activity_hour, + cursor_type timestamp, + cursor_grain hour, + microbatch_strategy watermark, + cursor_watermark_mode all, + cursor_inputs ( + fact_orders (column ordered_at, roles [filter, watermark]), + ), + incremental_mode microbatch, + batch_size 1d, + tags [marts], + description "Hourly order activity aggregated via microbatch incremental.", + columns ( + activity_hour (audits [not_null (run_scope delta_and_final)]), + ), + audits [ + expression_is_true ( + name "orders_placed_is_non_negative", + expression "orders_placed >= 0", + run_scope delta_and_final, + ), + ], +); + +SELECT + @timestamp_trunc('hour', 'o.ordered_at') AS activity_hour, + COUNT(*) AS orders_placed, + SUM(o.quantity) AS waffles_ordered, + SUM(o.line_total_cents) AS revenue_cents +FROM __ref("fact_orders") o +GROUP BY @timestamp_trunc('hour', 'o.ordered_at') diff --git a/website/examples/waffle-shop/models/staging/stg_customers.sql b/website/examples/waffle-shop/models/staging/stg_customers.sql new file mode 100644 index 0000000000..fbe76dac59 --- /dev/null +++ b/website/examples/waffle-shop/models/staging/stg_customers.sql @@ -0,0 +1,17 @@ +MODEL ( + materialized view, + tags [staging], + description "Cleaned customer records.", + columns ( + customer_id (audits [not_null, unique]), + email (audits [not_null]), + ), +); + +SELECT + id AS customer_id, + first_name, + last_name, + email, + created_at +FROM __source("raw__customers") diff --git a/website/examples/waffle-shop/models/staging/stg_orders.sql b/website/examples/waffle-shop/models/staging/stg_orders.sql new file mode 100644 index 0000000000..39679a7f07 --- /dev/null +++ b/website/examples/waffle-shop/models/staging/stg_orders.sql @@ -0,0 +1,26 @@ +MODEL ( + materialized view, + tags [staging], + description "Cleaned order records.", + columns ( + order_id (nullable false, audits [not_null, unique]), + customer_id (nullable false, audits [not_null]), + waffle_type_id ( + audits [relationships (to __seed("waffle_types"), field waffle_type_id)], + ), + status ( + audits [ + accepted_values (values ["placed", "preparing", "ready", "completed", "cancelled"]), + ], + ), + ), +); + +SELECT + id AS order_id, + customer_id, + waffle_type_id, + quantity, + ordered_at, + status +FROM __source("raw__orders") diff --git a/website/examples/waffle-shop/models/staging/stg_payments.sql b/website/examples/waffle-shop/models/staging/stg_payments.sql new file mode 100644 index 0000000000..eb7465a3d6 --- /dev/null +++ b/website/examples/waffle-shop/models/staging/stg_payments.sql @@ -0,0 +1,20 @@ +MODEL ( + materialized view, + tags [staging], + description "Cleaned payment records.", + columns ( + payment_id (audits [not_null, unique]), + order_id ( + audits [not_null, relationships (to __source("raw__orders"), field id)], + ), + ), +); + +SELECT + id AS payment_id, + order_id, + amount_cents, + payment_method, + paid_at, + status AS payment_status +FROM __source("raw__payments") diff --git a/website/examples/waffle-shop/rules/layers.py b/website/examples/waffle-shop/rules/layers.py new file mode 100644 index 0000000000..99b3c2755b --- /dev/null +++ b/website/examples/waffle-shop/rules/layers.py @@ -0,0 +1,15 @@ +from sqlbuild.rules import Finding, Model, RuleContext, rule + + +@rule( + code="XSQBRARCH001", + message="Marts must read sources through staging", + remediation="Reference a staging model with __ref() instead.", +) +def marts_use_staging(*, model: Model, ctx: RuleContext) -> list[Finding]: + layer = ctx.project.tree.relative_parts(path=model.path, under="models")[0] + sql = ctx.sql.for_model(model).authored.source + if layer != "marts" or "__source(" not in sql: + return [] + line = sql[: sql.index("__source(")].count("\n") + 1 + return [ctx.finding(subject=model, line=line)] diff --git a/website/examples/waffle-shop/seeds/lookups.yml b/website/examples/waffle-shop/seeds/lookups.yml new file mode 100644 index 0000000000..59ae29e937 --- /dev/null +++ b/website/examples/waffle-shop/seeds/lookups.yml @@ -0,0 +1,12 @@ +seeds: + - name: waffle_types + description: Waffle menu items with pricing. + columns: + - name: waffle_type_id + type: INTEGER + - name: waffle_name + type: VARCHAR + - name: category + type: VARCHAR + - name: price_cents + type: INTEGER diff --git a/website/examples/waffle-shop/seeds/waffle_types.csv b/website/examples/waffle-shop/seeds/waffle_types.csv new file mode 100644 index 0000000000..4ea7deb841 --- /dev/null +++ b/website/examples/waffle-shop/seeds/waffle_types.csv @@ -0,0 +1,7 @@ +waffle_type_id,waffle_name,category,price_cents +1,Classic Belgian,sweet,850 +2,Liege,sweet,950 +3,Brussels,sweet,750 +4,Cheddar Herb,savory,1050 +5,Everything Bagel,savory,1100 +6,Chicken and Waffle,savory,1450 diff --git a/website/examples/waffle-shop/sources/raw.yml b/website/examples/waffle-shop/sources/raw.yml new file mode 100644 index 0000000000..5bdbae9c55 --- /dev/null +++ b/website/examples/waffle-shop/sources/raw.yml @@ -0,0 +1,47 @@ +sources: + - name: raw__customers + managed: true + write_strategy: table + columns: + - name: id + type: INTEGER + - name: first_name + type: VARCHAR + - name: last_name + type: VARCHAR + - name: email + type: VARCHAR + - name: created_at + type: TIMESTAMP + + - name: raw__orders + managed: true + write_strategy: delete_insert + cursor_column: ordered_at + columns: + - name: id + type: INTEGER + - name: customer_id + type: INTEGER + - name: waffle_type_id + type: INTEGER + - name: quantity + type: INTEGER + - name: ordered_at + type: TIMESTAMP + - name: status + type: VARCHAR + + - name: raw__payments + expression: | + SELECT 1 AS id, 1 AS order_id, 1700 AS amount_cents, 'credit_card' AS payment_method, CAST('2026-04-01 09:16:00' AS TIMESTAMP) AS paid_at, 'success' AS status + UNION ALL SELECT 2 AS id, 2 AS order_id, 1050 AS amount_cents, 'credit_card' AS payment_method, CAST('2026-04-01 09:16:00' AS TIMESTAMP) AS paid_at, 'success' AS status + UNION ALL SELECT 3 AS id, 3 AS order_id, 4350 AS amount_cents, 'cash' AS payment_method, CAST('2026-04-01 10:31:00' AS TIMESTAMP) AS paid_at, 'success' AS status + UNION ALL SELECT 4 AS id, 4 AS order_id, 950 AS amount_cents, 'credit_card' AS payment_method, CAST('2026-04-02 08:46:00' AS TIMESTAMP) AS paid_at, 'success' AS status + UNION ALL SELECT 5 AS id, 5 AS order_id, 850 AS amount_cents, 'debit_card' AS payment_method, CAST('2026-04-02 12:01:00' AS TIMESTAMP) AS paid_at, 'success' AS status + UNION ALL SELECT 6 AS id, 6 AS order_id, 750 AS amount_cents, 'debit_card' AS payment_method, CAST('2026-04-02 12:01:00' AS TIMESTAMP) AS paid_at, 'success' AS status + UNION ALL SELECT 7 AS id, 7 AS order_id, 2200 AS amount_cents, 'credit_card' AS payment_method, CAST(NULL AS TIMESTAMP) AS paid_at, 'failed' AS status + UNION ALL SELECT 8 AS id, 8 AS order_id, 950 AS amount_cents, 'cash' AS payment_method, CAST('2026-04-03 11:01:00' AS TIMESTAMP) AS paid_at, 'success' AS status + columns: + - name: amount_cents + type: INTEGER diff --git a/website/examples/waffle-shop/sqlbuild_project.toml b/website/examples/waffle-shop/sqlbuild_project.toml new file mode 100644 index 0000000000..74b7dbc768 --- /dev/null +++ b/website/examples/waffle-shop/sqlbuild_project.toml @@ -0,0 +1,26 @@ +name = "waffle_shop" +adapter = "duckdb" +default_target = "dev" + +[connections.developer] +database = "waffle_shop_control.duckdb" + +[settings] +default_audit_severity = "warn" + +[defaults] +materialized = "table" + +[targets.prod] +connection = "developer" +schema = "prod" + +[targets.dev] +connection = "developer" +schema = "dev" + +[path_defaults.staging] +materialized = "view" + +[rules] +select = ["XSQBRARCH"] diff --git a/website/examples/waffle-shop/tests/scenarios/daily_revenue_minimal.sql b/website/examples/waffle-shop/tests/scenarios/daily_revenue_minimal.sql new file mode 100644 index 0000000000..e9bdee45b9 --- /dev/null +++ b/website/examples/waffle-shop/tests/scenarios/daily_revenue_minimal.sql @@ -0,0 +1,59 @@ +SCENARIO ( + description "Daily revenue includes only successful payments", + tags ["revenue", "example"] +); + +WITH +__ref__stg_orders AS ( + SELECT + 1 AS order_id, + 10 AS customer_id, + 1 AS waffle_type_id, + 2 AS quantity, + CAST('2026-04-01 09:15:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status + UNION ALL + SELECT + 2 AS order_id, + 10 AS customer_id, + 4 AS waffle_type_id, + 1 AS quantity, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), + +__ref__stg_payments AS ( + SELECT + 1 AS payment_id, + 1 AS order_id, + 1700 AS amount_cents, + 'credit_card' AS payment_method, + CAST('2026-04-01 09:16:00' AS TIMESTAMP) AS paid_at, + 'success' AS payment_status + UNION ALL + SELECT + 2 AS payment_id, + 2 AS order_id, + 1050 AS amount_cents, + 'credit_card' AS payment_method, + CAST('2026-04-01 10:01:00' AS TIMESTAMP) AS paid_at, + 'failed' AS payment_status +), + +__expected__daily_revenue AS ( + SELECT + CAST('2026-04-01' AS DATE) AS revenue_date, + 1 AS order_count, + 2 AS waffles_sold, + 1700 AS total_revenue_cents, + 17.0 AS total_revenue_dollars, + 1700 AS avg_order_value_cents +), + +__assert__no_negative_revenue AS ( + SELECT * + FROM __ref("daily_revenue") + WHERE total_revenue_cents < 0 +) + +SELECT 1 diff --git a/website/examples/waffle-shop/tests/scenarios/daily_revenue_multi_order.sql b/website/examples/waffle-shop/tests/scenarios/daily_revenue_multi_order.sql new file mode 100644 index 0000000000..902fc13985 --- /dev/null +++ b/website/examples/waffle-shop/tests/scenarios/daily_revenue_multi_order.sql @@ -0,0 +1,59 @@ +SCENARIO ( + description "Daily revenue aggregates multiple successful orders", + tags ["revenue", "example"] +); + +WITH +__ref__stg_orders AS ( + SELECT + 11 AS order_id, + 20 AS customer_id, + 1 AS waffle_type_id, + 1 AS quantity, + CAST('2026-04-02 08:30:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status + UNION ALL + SELECT + 12 AS order_id, + 21 AS customer_id, + 3 AS waffle_type_id, + 3 AS quantity, + CAST('2026-04-02 12:15:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), + +__ref__stg_payments AS ( + SELECT + 11 AS payment_id, + 11 AS order_id, + 850 AS amount_cents, + 'cash' AS payment_method, + CAST('2026-04-02 08:31:00' AS TIMESTAMP) AS paid_at, + 'success' AS payment_status + UNION ALL + SELECT + 12 AS payment_id, + 12 AS order_id, + 2250 AS amount_cents, + 'debit_card' AS payment_method, + CAST('2026-04-02 12:16:00' AS TIMESTAMP) AS paid_at, + 'success' AS payment_status +), + +__expected__daily_revenue AS ( + SELECT + CAST('2026-04-02' AS DATE) AS revenue_date, + 2 AS order_count, + 4 AS waffles_sold, + 3100 AS total_revenue_cents, + 31.0 AS total_revenue_dollars, + 1550 AS avg_order_value_cents +), + +__assert__positive_average_order_value AS ( + SELECT * + FROM __ref("daily_revenue") + WHERE avg_order_value_cents <= 0 +) + +SELECT 1 diff --git a/website/examples/waffle-shop/tests/test_rule_layers.py b/website/examples/waffle-shop/tests/test_rule_layers.py new file mode 100644 index 0000000000..8e8e35a80c --- /dev/null +++ b/website/examples/waffle-shop/tests/test_rule_layers.py @@ -0,0 +1,17 @@ +from rules.layers import marts_use_staging + +from sqlbuild.rules.testing import RuleCase, evaluate_rule + + +def test_given_mart_reading_source_when_evaluating_then_reports_finding() -> None: + result = evaluate_rule( + rule=marts_use_staging, + test_case=RuleCase( + description="mart reads a raw source", + source='MODEL ();\nSELECT id FROM __source("raw__payments")\n', + path="models/marts/payments.sql", + expected_finding_count=1, + ), + ) + + assert result.finding_count == 1 diff --git a/website/examples/waffle-shop/tests/unit/test_daily_revenue_chain.sql b/website/examples/waffle-shop/tests/unit/test_daily_revenue_chain.sql new file mode 100644 index 0000000000..0b23df64d3 --- /dev/null +++ b/website/examples/waffle-shop/tests/unit/test_daily_revenue_chain.sql @@ -0,0 +1,86 @@ +TEST(); + +WITH +__source__raw__orders AS ( + SELECT + 1 AS id, + 100 AS customer_id, + 2 AS waffle_type_id, + 3 AS quantity, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status + UNION ALL + SELECT + 2 AS id, + 101 AS customer_id, + 1 AS waffle_type_id, + 1 AS quantity, + CAST('2026-04-01 11:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), +__source__raw__payments AS ( + SELECT + 10 AS id, + 1 AS order_id, + 2850 AS amount_cents, + 'card' AS payment_method, + CAST('2026-04-01 10:05:00' AS TIMESTAMP) AS paid_at, + 'success' AS status + UNION ALL + SELECT + 11 AS id, + 2 AS order_id, + 850 AS amount_cents, + 'cash' AS payment_method, + CAST('2026-04-01 11:10:00' AS TIMESTAMP) AS paid_at, + 'failed' AS status +), +__expected__stg_orders AS ( + SELECT + 1 AS order_id, + 100 AS customer_id, + 2 AS waffle_type_id, + 3 AS quantity, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status + UNION ALL + SELECT + 2 AS order_id, + 101 AS customer_id, + 1 AS waffle_type_id, + 1 AS quantity, + CAST('2026-04-01 11:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), +__expected__stg_payments AS ( + SELECT + 10 AS payment_id, + 1 AS order_id, + 2850 AS amount_cents, + 'card' AS payment_method, + CAST('2026-04-01 10:05:00' AS TIMESTAMP) AS paid_at, + 'success' AS payment_status + UNION ALL + SELECT + 11 AS payment_id, + 2 AS order_id, + 850 AS amount_cents, + 'cash' AS payment_method, + CAST('2026-04-01 11:10:00' AS TIMESTAMP) AS paid_at, + 'failed' AS payment_status +), +__expected__daily_revenue AS ( + SELECT + CAST('2026-04-01' AS DATE) AS revenue_date, + 1 AS order_count, + 3 AS waffles_sold, + 2850 AS total_revenue_cents, + 28.5 AS total_revenue_dollars, + 2850 AS avg_order_value_cents +), +__assert__daily_revenue_is_non_negative AS ( + SELECT * + FROM __ref("daily_revenue") + WHERE total_revenue_cents < 0 +) +SELECT 1 diff --git a/website/examples/waffle-shop/tests/unit/test_fact_orders.sql b/website/examples/waffle-shop/tests/unit/test_fact_orders.sql new file mode 100644 index 0000000000..864b91fa4e --- /dev/null +++ b/website/examples/waffle-shop/tests/unit/test_fact_orders.sql @@ -0,0 +1,50 @@ +TEST(); + +WITH +__ref__stg_orders AS ( + SELECT + 1 AS order_id, + 100 AS customer_id, + 2 AS waffle_type_id, + 3 AS quantity, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), +__ref__stg_payments AS ( + SELECT + 10 AS payment_id, + 1 AS order_id, + 2850 AS amount_cents, + 'card' AS payment_method, + CAST('2026-04-01 10:05:00' AS TIMESTAMP) AS paid_at, + 'success' AS payment_status +), +__seed__waffle_types AS ( + SELECT + 2 AS waffle_type_id, + 'Liege' AS waffle_name, + 'sweet' AS category, + 950 AS price_cents +), +__expected__fact_orders AS ( + SELECT + 1 AS order_id, + 100 AS customer_id, + 2 AS waffle_type_id, + 'Liege' AS waffle_name, + 'sweet' AS waffle_category, + 3 AS quantity, + 2850 AS line_total_cents, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS order_status, + TRUE AS is_completed_order, + 'card' AS payment_method, + 'success' AS payment_status, + 2850 AS payment_amount_cents +), +__assert__line_totals_are_non_negative AS ( + SELECT * + FROM __ref("fact_orders") + WHERE line_total_cents < 0 +) +SELECT 1 diff --git a/website/examples/waffle-shop/tests/unit/test_line_total_cents_macro.sql b/website/examples/waffle-shop/tests/unit/test_line_total_cents_macro.sql new file mode 100644 index 0000000000..5ce379959b --- /dev/null +++ b/website/examples/waffle-shop/tests/unit/test_line_total_cents_macro.sql @@ -0,0 +1,14 @@ +TEST (mode macro, name "calculates_line_total_cents"); + +WITH +input_values AS ( + SELECT 950 AS price_cents, 3 AS quantity +), +__macro_actual__ AS ( + SELECT @line_total_cents("price_cents", "quantity") AS line_total_cents + FROM input_values +), +__macro_expected__ AS ( + SELECT 2850 AS line_total_cents +) +SELECT 1 diff --git a/website/examples/waffle-shop/tests/unit/test_stg_orders.sql b/website/examples/waffle-shop/tests/unit/test_stg_orders.sql new file mode 100644 index 0000000000..8e6dd20e97 --- /dev/null +++ b/website/examples/waffle-shop/tests/unit/test_stg_orders.sql @@ -0,0 +1,27 @@ +TEST(); + +WITH +__source__raw__orders AS ( + SELECT + 1 AS id, + 100 AS customer_id, + 2 AS waffle_type_id, + 3 AS quantity, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), +__expected__stg_orders AS ( + SELECT + 1 AS order_id, + 100 AS customer_id, + 2 AS waffle_type_id, + 3 AS quantity, + CAST('2026-04-01 10:00:00' AS TIMESTAMP) AS ordered_at, + 'completed' AS status +), +__assert__order_ids_are_not_null AS ( + SELECT * + FROM __ref("stg_orders") + WHERE order_id IS NULL +) +SELECT 1 From 63ec18ef120d55008c4989ca8228095482caf1c2 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:04:25 +0100 Subject: [PATCH 21/27] docs: animate a model move and rename in the landing page hero --- website/public/index.html | 12 ++ website/public/styles.css | 231 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 243 insertions(+) diff --git a/website/public/index.html b/website/public/index.html index 64d666b1d0..3055fcd762 100644 --- a/website/public/index.html +++ b/website/public/index.html @@ -49,6 +49,7 @@

+

Free and open source · Apache-2.0

The refactorable warehouse

Verify early, test properly, and refactor safely.

@@ -64,6 +65,17 @@

The refactorable warehouse

Read the docs View on GitHub
+
+
diff --git a/website/public/styles.css b/website/public/styles.css index 04a387d1f4..2c8778aa08 100644 --- a/website/public/styles.css +++ b/website/public/styles.css @@ -703,3 +703,234 @@ footer a { .step-group:first-child { margin-top: 0; } + +/* Hero visual: a model is moved and renamed, then sqb plan shows the migration. */ +.hero { + display: grid; + grid-template-columns: minmax(0, 1fr) auto; + gap: 48px; + align-items: center; +} + +.hero-visual { + border: 1px solid var(--panel-border); + border-left: 1px solid var(--inner-line); + border-radius: var(--radius); + min-height: 236px; +} + +.hero-visual .hv-stack { + display: grid; +} + +.hero-visual .hv-stack > * { + grid-area: 1 / 1; +} + +.hero-visual .hv-l { + display: block; +} + +.hero-visual .hv-l1 { + margin-top: 16px; +} + +.hero-visual .hv-a, +.hero-visual .hv-b, +.hero-visual .hv-l { + animation-duration: 10s; + animation-iteration-count: infinite; + animation-fill-mode: both; + animation-timing-function: ease-out; +} + +.hero-visual .hv-a { + animation-name: hv-a; +} + +.hero-visual .hv-b { + animation-name: hv-b; +} + +@keyframes hv-a { + 0%, + 15% { + opacity: 1; + } + 18%, + 96% { + opacity: 0; + } + 100% { + opacity: 1; + } +} + +@keyframes hv-b { + 0%, + 15% { + opacity: 0; + } + 18%, + 92% { + opacity: 1; + } + 96%, + 100% { + opacity: 0; + } +} + +@keyframes hv-l1 { + 0%, + 24% { + opacity: 0; + transform: translateY(3px); + } + 27%, + 92% { + opacity: 1; + transform: none; + } + 96%, + 100% { + opacity: 0; + } +} + +.hv-l1 { + animation-name: hv-l1; +} + +@keyframes hv-l2 { + 0%, + 30% { + opacity: 0; + transform: translateY(3px); + } + 33%, + 92% { + opacity: 1; + transform: none; + } + 96%, + 100% { + opacity: 0; + } +} + +.hv-l2 { + animation-name: hv-l2; +} + +@keyframes hv-l3 { + 0%, + 33% { + opacity: 0; + transform: translateY(3px); + } + 36%, + 92% { + opacity: 1; + transform: none; + } + 96%, + 100% { + opacity: 0; + } +} + +.hv-l3 { + animation-name: hv-l3; +} + +@keyframes hv-l4 { + 0%, + 36% { + opacity: 0; + transform: translateY(3px); + } + 39%, + 92% { + opacity: 1; + transform: none; + } + 96%, + 100% { + opacity: 0; + } +} + +.hv-l4 { + animation-name: hv-l4; +} + +@keyframes hv-l5 { + 0%, + 39% { + opacity: 0; + transform: translateY(3px); + } + 42%, + 92% { + opacity: 1; + transform: none; + } + 96%, + 100% { + opacity: 0; + } +} + +.hv-l5 { + animation-name: hv-l5; +} + +@keyframes hv-l6 { + 0%, + 42% { + opacity: 0; + transform: translateY(3px); + } + 45%, + 92% { + opacity: 1; + transform: none; + } + 96%, + 100% { + opacity: 0; + } +} + +.hv-l6 { + animation-name: hv-l6; +} + +@media (prefers-reduced-motion: reduce) { + .hero-visual .hv-a, + .hero-visual .hv-b, + .hero-visual .hv-l { + animation: none; + } + + .hero-visual .hv-a { + opacity: 0; + } +} + +@media (max-width: 1060px) { + .hero { + grid-template-columns: minmax(0, 1fr); + } + + .hero-visual { + justify-self: start; + } +} + +@media (max-width: 620px) { + .hero-visual { + display: none; + } +} From ca5820921a81915f29fab22131435f78cb2b930c Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:05:48 +0100 Subject: [PATCH 22/27] docs: fix the hero terminal font and match step 07 colours to the CLI --- website/public/index.html | 8 ++++---- website/public/styles.css | 14 +++++++++----- 2 files changed, 13 insertions(+), 9 deletions(-) diff --git a/website/public/index.html b/website/public/index.html index 3055fcd762..4f01712fb1 100644 --- a/website/public/index.html +++ b/website/public/index.html @@ -319,10 +319,10 @@

Rename models without rebuilding history

sqb plan
 Migrations (1)
-└── daily_order_rollup  migrate  dev.daily_activity_rollup -> dev.daily_order_rollup
-    ├── compatibility  compatible
-    ├── transfer  physical copy, promote by transactional rename
-    └── discovery  automatic
+└── daily_order_rollup migrate dev.daily_activity_rollup -> dev.daily_order_rollup + ├── compatibility compatible + ├── transfer physical copy, promote by transactional rename + └── discovery automatic
diff --git a/website/public/styles.css b/website/public/styles.css index 2c8778aa08..d6943af91c 100644 --- a/website/public/styles.css +++ b/website/public/styles.css @@ -712,13 +712,21 @@ footer a { align-items: center; } -.hero-visual { +.hero-visual.terminal { border: 1px solid var(--panel-border); border-left: 1px solid var(--inner-line); border-radius: var(--radius); min-height: 236px; } +.hero-visual { + font-family: var(--font-mono); +} + +.hero-visual .tree { + display: inline; +} + .hero-visual .hv-stack { display: grid; } @@ -731,10 +739,6 @@ footer a { display: block; } -.hero-visual .hv-l1 { - margin-top: 16px; -} - .hero-visual .hv-a, .hero-visual .hv-b, .hero-visual .hv-l { From 5ce109929e83da6fab2c52265304b69dc3f74f22 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:19:15 +0100 Subject: [PATCH 23/27] ci: build the website and deploy it to GitHub Pages --- .github/workflows/website.yml | 67 ++++++++++++++++++++++++++++++++++ website/public/CNAME | 1 + website/scripts/check_links.py | 65 +++++++++++++++++++++++++++++++++ 3 files changed, 133 insertions(+) create mode 100644 .github/workflows/website.yml create mode 100644 website/public/CNAME create mode 100644 website/scripts/check_links.py diff --git a/.github/workflows/website.yml b/.github/workflows/website.yml new file mode 100644 index 0000000000..b10b2fb3fb --- /dev/null +++ b/.github/workflows/website.yml @@ -0,0 +1,67 @@ +name: Website + +on: + push: + branches: [main] + paths: + - "website/**" + - ".github/workflows/website.yml" + pull_request: + paths: + - "website/**" + - ".github/workflows/website.yml" + workflow_dispatch: + +permissions: + contents: read + +concurrency: + group: website-${{ github.ref }} + cancel-in-progress: true + +jobs: + build: + name: Build sqlbuild.com + runs-on: ubuntu-24.04 + defaults: + run: + working-directory: website + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-node@v4 + with: + node-version: 22 + cache: npm + cache-dependency-path: website/package-lock.json + + - name: Install dependencies + run: npm ci + + - name: Build + run: npm run build + + - name: Check links + run: python3 scripts/check_links.py dist + + - name: Upload site + if: github.event_name != 'pull_request' + uses: actions/upload-pages-artifact@v3 + with: + path: website/dist + + deploy: + name: Deploy to GitHub Pages + if: github.event_name != 'pull_request' && github.ref == 'refs/heads/main' + needs: build + runs-on: ubuntu-24.04 + permissions: + pages: write + id-token: write + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + steps: + - name: Deploy + id: deployment + uses: actions/deploy-pages@v4 diff --git a/website/public/CNAME b/website/public/CNAME new file mode 100644 index 0000000000..7a292cb212 --- /dev/null +++ b/website/public/CNAME @@ -0,0 +1 @@ +sqlbuild.com diff --git a/website/scripts/check_links.py b/website/scripts/check_links.py new file mode 100644 index 0000000000..1cb1e887db --- /dev/null +++ b/website/scripts/check_links.py @@ -0,0 +1,65 @@ +"""Fail when a built page links to a missing page or anchor on the same site.""" + +import sys +from html.parser import HTMLParser +from pathlib import Path +from urllib.parse import unquote, urlsplit + + +class PageParser(HTMLParser): + def __init__(self) -> None: + super().__init__() + self.hrefs: list[str] = [] + self.ids: set[str] = set() + + def handle_starttag(self, tag: str, attrs: list[tuple[str, str | None]]) -> None: + values = dict(attrs) + if values.get("id"): + self.ids.add(values["id"] or "") + if tag == "a" and values.get("href"): + self.hrefs.append(values["href"] or "") + + +def route_for(dist: Path, file: Path) -> str: + relative = "/" + file.relative_to(dist).as_posix() + return relative.removesuffix("index.html") + + +def main() -> int: + dist = Path(sys.argv[1] if len(sys.argv) > 1 else "dist") + pages: dict[str, PageParser] = {} + for file in dist.rglob("*.html"): + parser = PageParser() + parser.feed(file.read_text()) + pages[route_for(dist, file)] = parser + + broken: list[str] = [] + for route, page in sorted(pages.items()): + if route.startswith("/404"): + continue + for href in page.hrefs: + url = urlsplit(href) + if url.scheme or url.netloc: + continue + path = unquote(url.path) or route + if not path.startswith("/"): + path = route + path + if not path.endswith("/") and "." not in path.rsplit("/", 1)[-1]: + path += "/" + target = pages.get(path) + if target is None: + if not (dist / path.lstrip("/")).exists(): + broken.append(f"{route}: missing page {href}") + continue + fragment = unquote(url.fragment) + if fragment and fragment != "_top" and fragment not in target.ids: + broken.append(f"{route}: missing anchor {href}") + + for line in broken: + print(line) + print(f"{len(pages)} pages, {len(broken)} broken links") + return 1 if broken else 0 + + +if __name__ == "__main__": + raise SystemExit(main()) From 00ed38672af82aa0cf73ccb325d9241ea27d0c82 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:19:15 +0100 Subject: [PATCH 24/27] ci: skip Python checks and test suites for website-only changes --- .github/workflows/verify.yml | 38 +++++++++++++++++++++++++++--------- pyproject.toml | 2 ++ 2 files changed, 31 insertions(+), 9 deletions(-) diff --git a/.github/workflows/verify.yml b/.github/workflows/verify.yml index d0af8bebd5..a6a078e3e1 100644 --- a/.github/workflows/verify.yml +++ b/.github/workflows/verify.yml @@ -16,6 +16,7 @@ jobs: name: Classify verification scope runs-on: ubuntu-24.04 outputs: + checks: ${{ steps.scope.outputs.checks }} duckdb: ${{ steps.scope.outputs.duckdb }} postgres: ${{ steps.scope.outputs.postgres }} performance: ${{ steps.scope.outputs.performance }} @@ -39,11 +40,12 @@ jobs: echo "performance=$3" echo "format_performance=$4" echo "rules_performance=$5" + echo "checks=$6" } >> "${GITHUB_OUTPUT}" } if [[ "${EVENT_NAME}" != "pull_request" ]]; then - write_scope true true true true true + write_scope true true true true true true exit 0 fi @@ -54,8 +56,15 @@ jobs: rules_performance=false broad=false changed=false + # The website builds and deploys in its own workflow, so a change that only touches it + # skips the Python checks and test suites. + website_only=true while IFS= read -r -d '' path; do changed=true + case "${path}" in + website/*|.github/workflows/website.yml) ;; + *) website_only=false ;; + esac case "${path}" in crates/*|Cargo.toml|Cargo.lock|pyproject.toml|uv.lock) broad=true @@ -94,7 +103,7 @@ jobs: format_performance=true rules_performance=true ;; - .github/*|docs/*|*.md|.gitignore|LICENSE) + .github/*|docs/*|website/*|*.md|.gitignore|LICENSE) ;; *) broad=true @@ -103,10 +112,15 @@ jobs: done < <(git diff --name-only -z "${BASE_SHA}" "${HEAD_SHA}") if [[ "${changed}" != "true" ]]; then - write_scope true true true true true + write_scope true true true true true true exit 0 fi + checks=true + if [[ "${website_only}" == "true" ]]; then + checks=false + fi + if [[ "${broad}" == "true" ]]; then duckdb=true postgres=true @@ -117,7 +131,8 @@ jobs: "${postgres}" \ "${performance}" \ "${format_performance}" \ - "${rules_performance}" + "${rules_performance}" \ + "${checks}" lockfile: name: Lockfile consistency @@ -137,7 +152,8 @@ jobs: checks: name: Static checks and unit + integration tests - needs: lockfile + needs: [changes, lockfile] + if: needs.changes.outputs.checks == 'true' runs-on: ubuntu-24.04 timeout-minutes: 30 steps: @@ -542,6 +558,7 @@ jobs: - name: Confirm all required verification jobs passed env: CHANGES_RESULT: ${{ needs.changes.result }} + CHECKS_SELECTED: ${{ needs.changes.outputs.checks }} LOCKFILE_RESULT: ${{ needs.lockfile.result }} CHECKS_RESULT: ${{ needs.checks.result }} E2E_SHARDS_RESULT: ${{ needs.e2e_shards.result }} @@ -553,10 +570,13 @@ jobs: RULES_PERFORMANCE_RESULT: ${{ needs.rules_performance.result }} POSTGRES_RESULT: ${{ needs.postgres.result }} run: | - if [[ "${CHANGES_RESULT}" != "success" || \ - "${LOCKFILE_RESULT}" != "success" || \ - "${CHECKS_RESULT}" != "success" ]]; then - echo "Required classification, lockfile, or static checks did not pass" >&2 + if [[ "${CHANGES_RESULT}" != "success" || "${LOCKFILE_RESULT}" != "success" ]]; then + echo "Required classification or lockfile checks did not pass" >&2 + exit 1 + fi + if [[ "${CHECKS_RESULT}" != "success" ]] && \ + ! [[ "${CHECKS_SELECTED}" == "false" && "${CHECKS_RESULT}" == "skipped" ]]; then + echo "Required static checks did not pass: ${CHECKS_RESULT}" >&2 exit 1 fi for result in \ diff --git a/pyproject.toml b/pyproject.toml index 6c938d8732..48a1b5d644 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -119,6 +119,8 @@ markers = [ [tool.ruff] target-version = "py312" line-length = 100 +# The website's example projects are sample SQLBuild projects, not package code. +extend-exclude = ["website"] [tool.ruff.lint] select = ["B", "E", "F", "I", "PLR0913", "PLR0915", "UP"] From 7173b0314b1565a87008d799eaa6e9d0fd70c6f0 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:45:35 +0100 Subject: [PATCH 25/27] docs: describe migration promotion as staged on the landing page --- website/public/index.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/website/public/index.html b/website/public/index.html index 4f01712fb1..cd7078f6d8 100644 --- a/website/public/index.html +++ b/website/public/index.html @@ -75,7 +75,7 @@

The refactorable warehouse

└── revenue.sqlmodels └── finance └── daily_revenue.sql -sqb planMigrations (1)└── daily_revenue migrate prod.revenue -> prod.daily_revenue ├── compatibility compatible ├── transfer physical copy, promote by transactional rename └── discovery automatic
+sqb planMigrations (1)└── daily_revenue migrate prod.revenue -> prod.daily_revenue ├── compatibility compatible ├── transfer physical copy, promote by staged rename └── discovery automatic
@@ -321,7 +321,7 @@

Rename models without rebuilding history

Migrations (1) └── daily_order_rollup migrate dev.daily_activity_rollup -> dev.daily_order_rollup ├── compatibility compatible - ├── transfer physical copy, promote by transactional rename + ├── transfer physical copy, promote by staged rename └── discovery automatic
From 86147e4cb23b1c5753fd6e374f2f5ee00d64187f Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 17:50:17 +0100 Subject: [PATCH 26/27] docs: show real semantic compile errors in landing page step 01 --- website/README.md | 2 +- website/examples/README.md | 13 ++++++++++++- website/public/index.html | 25 +++++++++++++------------ 3 files changed, 26 insertions(+), 14 deletions(-) diff --git a/website/README.md b/website/README.md index 2730e5c091..b920a0a57f 100644 --- a/website/README.md +++ b/website/README.md @@ -2,7 +2,7 @@ The SQLBuild website: the homepage at `/` and the documentation at `/docs/`, built as one [Astro Starlight](https://starlight.astro.build) site and styled to match the SQLBuild UI. -- `public/index.html` and `public/styles.css`: the homepage, plain static HTML and CSS. Its terminal examples come from `sqb playground waffle-shop` output, trimmed to the relevant lines. Step 01's compile output is a placeholder until compile reports unknown columns and type mismatches. +- `public/index.html` and `public/styles.css`: the homepage, plain static HTML and CSS. Its terminal examples are real `sqb` output from the projects in `examples/`, trimmed to the relevant lines. - `src/content/docs/docs/`: the documentation pages (MDX), first ported from the Mintlify docs and now edited here. `src/navigation.mjs` holds the sidebar and redirects. - `src/components/`: the page layout, header and page title, replacing Starlight's defaults. `src/components/mintlify/` has drop-in versions of the Mintlify components the pages use (`Card`, `CardGroup`, `Frame`, `Note`, `Warning`). - `public/fonts/`: self-hosted fonts, each with its licence. diff --git a/website/examples/README.md b/website/examples/README.md index 60f94603ab..519c2c1f88 100644 --- a/website/examples/README.md +++ b/website/examples/README.md @@ -6,10 +6,21 @@ DuckDB. | Project | Landing page | |---------|--------------| -| `waffle-shop/` | Steps 02 to 07. It is `sqb playground waffle-shop` plus the custom Rule in `rules/layers.py` and its test, the scoped enum and macros under `models/marts/_sqlbuild/`, and the renamed `daily_order_rollup` model. | +| `waffle-shop/` | Steps 01 to 07. It is `sqb playground waffle-shop` plus the custom Rule in `rules/layers.py` and its test, the scoped enum and macros under `models/marts/_sqlbuild/`, and the renamed `daily_order_rollup` model. | | `tidy-shop/` | Step 08, the janitor. | | `hero-shop/` | The hero: a model moved and renamed. | +## Step 01: compile errors + +Step 01 needs semantic compile checks for unknown columns and type mismatches, which are not +released yet; the output was produced with a development build. In a copy of `waffle-shop`: + +1. In `sources/raw.yml`, add `contract: enforced` to `raw__customers` and `raw__orders`, so the + columns and types that flow into the models are authoritative. +2. In `models/marts/fact_orders.sql`, change `o.quantity,` to `o.qty,` and add + `WHERE o.ordered_at > 5` as the last line. +3. Run `sqb compile`. + ## Step 08: janitor `tidy-shop` shows the state after the stale model was removed. To regenerate the output, restore it diff --git a/website/public/index.html b/website/public/index.html index cd7078f6d8..42abf392f6 100644 --- a/website/public/index.html +++ b/website/public/index.html @@ -122,26 +122,27 @@

One refactor, start to finish

Catch errors before anything runs

- Every column is bound and every type checked, offline. A missing column fails in seconds, pointing at the line. + Every column and type is checked offline against your declared contracts. A missing column fails in seconds, pointing at the line.

- 
sqb compile
-error[B101]: column 'qty' does not exist in stg_orders
-  --> models/marts/fact_orders.sql:16:3
+error[B002]: Unknown column 'qty' in table 'stg_orders' (context: SELECT)
+  model: fact_orders
+  --> models/marts/fact_orders.sql:16:5
      |
   16 |   o.qty,
-     |   ^^^^^
-  = help: stg_orders has order_id, customer_id, waffle_type_id, quantity, ordered_at, status
+     |     ^
+  = help: review the SQL expression, input types, and authoritative schema
 
-error[B201]: cannot compare TIMESTAMP with INTEGER
-  --> models/staging/stg_orders.sql:27:7
+error[B217]: Incompatible comparison between timestamp and integer
+  model: fact_orders
+  --> models/marts/fact_orders.sql:27:7
      |
-  27 | WHERE ordered_at > 5
-     |       ^^^^^^^^^^^^^^
-  = help: ordered_at is TIMESTAMP; compare it with a TIMESTAMP value
+  27 | WHERE o.ordered_at > 5
+     |       ^
+  = help: review the SQL expression, input types, and authoritative schema
 
-✗ Project compiled  12 models, 1 seed, 2 functions, 2 errors, 0 warnings
+✗ Project compiled 12 models, 1 seed, 2 functions, 4 errors, 0 warnings
From be649159b3796ebeec2690e072b7e707f113bf91 Mon Sep 17 00:00:00 2001 From: Kevin Longe <273747162+kvlonge@users.noreply.github.com> Date: Fri, 25 Sep 2026 18:01:03 +0100 Subject: [PATCH 27/27] docs: clearer landing page navigation --- website/public/index.html | 2 +- website/public/styles.css | 16 +++++++++++++--- 2 files changed, 14 insertions(+), 4 deletions(-) diff --git a/website/public/index.html b/website/public/index.html index 7aca7da23b..6cb6d90a1f 100644 --- a/website/public/index.html +++ b/website/public/index.html @@ -36,8 +36,8 @@