feat: data table schemas (#7353)

* data tables settings ui

* install runed

* zod 4 fixes

* use new toJSONSchema

* Migrate ducklake catalogs to more generic custom instance databases

* fix compilation

* Safety conversion for old duckdb ffi

* data tables settings

* ts client basis

* inline run works

* datatables work

* Revert "datatables work"

This reverts commit 6e1588d59e.

* datatables work (without leaking pg credentials)

* println

* separate sqlUtils.ts

* nit

* Separate custom instance db Select and Wizard components

* nit

* nit wording

* add tags to custom instance dbs

* error when trying to use ducklake as datatable or opposite

* show status in dropdown

* data table instance setup works

* sqk function for ducklake

* factorize logic

* fix temp reactivity

* Data table assetexplore

* Migrate S3 permissions to modal

* Revert "Migrate S3 permissions to modal"

This reverts commit 0631d03cb0.

* nit query -> fetch

* Custom instance setup new look

* run_language_executor separate fn

* run_inline param

* nit wording

* Better typed client

* Data tables display as assets in frontend

* asset db icon

* nit

* cleaner errors

* nit

* Fix sed calls in mac

* run_inline_script_preview in python client

* basic python datatable client

* datatable and datalake parser in python

* ducklake client python

* nit fix

* Fix migration producing NULL instead of {} when no custom databases

* merge conflict fail

* python ducklake client arg fix

* parse or infer sql types in ts client

* ts asset parser, detect datatable & ducklake R/W

* fix sql repl for other read ops than select

* export type SqlTemplateFunction

* rename list_custom_instance_pg_databases

* typecheck datatable and ducklake name in Typescript

* Fix typecheck datatable and ducklake in TS

* declare module overriding instead of extending

* infer_sql_type in python client

* SqlQuery object in python

* fix merge conflicts

* update const_format

* CI fix

* factor out to var_identifiers

* sqlx prepare

* unnecessary security (admin is required)

* clearer comment

* ee repo ref

* nit snake case

* claude step 1: detect var declarations

* move detect_sql_access_type to common mod

* claude step 2: detect when saved vars are queried

* Revert "claude step 2: detect when saved vars are queried"

This reverts commit 1e1f930568.

* Revert "claude step 1: detect var declarations"

This reverts commit f866f4819d.

* remove ducklake/datatable and default

* detect data table assigns in var_identifiers

* Python parser successfully infers R/W/RW from ducklake / datatable

* still register ducklake/datatable if not used as unknown R/W

* Go to settings button in Assets Dropdown on not found

* nit

* sqlx prepare fail

* manual fix, somehow sqlx prepare won't do it

* fix frontend ci

* ee repo ref

* ducklake_user doesnt exist in unit tests

* nit fix

* ui nit

* nit

* nit missing clone

* fork ducklakes and datatables

* fix surface hover bug

* stupid mistake

* better deeply reactive mutable derived

* Ducklake picker

* Editor bar data tables

* DuckDB supports datatables

* datatable in duckdb asset parser

* duckdb asset parser var_identifiers

* Revert "duckdb asset parser var_identifiers"

This reverts commit 88068b1a77.

* sqlx prepare

* Box pin in test_workflow_as_code to fix stack overflow

* stash

* sql asset parser parses most s3 literals

* nit

* Detect attach + handle returning RW

* detect assets used with dot notation

* detect implicit access with USE dl; syntax

* Add assets as unknown if var was never used

* Support default ducklake/datatable main in parser

* ignore asset parsing errors in frontend (avoid flow layout shift)

* super weird duplication (merge conflict ?)

* nits

* fix duckdb parser detecting too much as asset when RW ctx is unknown

* fix transparent assets btn

* missing arg

* nit styling

* asset parser specific table parsing

* fix resource specific table parsing

* More concise asset display in flows + better icons

* fix assets page filtering out resources with added table

* Fix frontend to support specific table assets

* Open DB Manager to specific table

* Specific table parser in Python and TS + unit tests

* Fix UPDATE setting access to None

* fix flow edge rendering on top of output picker

* python parser fix var override bug

* add ts test

* fix compilation

* sqlx prepare

* update parsers version

* fix missing schema key onDelete

* Grant permission to create schemas in custom instance databases

* Update pg query to return empty schemas

* Create schema

* Select nits

* support schemas in sql parser

* ts parser handle schema with sql parser result

* detect .schema() syntax

* detect schema syntax in python

* support .schema() in ts and py SDK

* open db manager to specific schema

* support reassignment in ts parser

* nit better unitest

* : syntax in ts

* datatable:schema syntax in python

* fix client py

* nit select dropdown darkmode

* object | null fetchOne

* ts client nits

* parse_sql_client_name fn

* getImportWmillTsStatement refactor in EditorBar

* text to json() in python client

* update parser versions

* pkg lock

python-client/wmill/wmill/client.py

@@ -332,7 +332,7 @@ class Windmill:
             "language": language,
             "args": args or {},
         }
-        return self.post(endpoint, json=body).text
+        return self.post(endpoint, json=body).json()
 
     def wait_job(
         self,
@@ -2176,9 +2176,8 @@ class DataTableClient:
             name: DataTable name
         """
         self.client = client
-        self.name = name
-
-    def query(self, sql: str, *args):
+        self.name, self.schema = parse_sql_client_name(name)
+    def query(self, sql: str, *args) -> SqlQuery:
         """Execute a SQL query against the DataTable.
 
         Args:
@@ -2188,6 +2187,9 @@ class DataTableClient:
         Returns:
             SqlQuery instance for fetching results
         """
+        if self.schema is not None:
+            sql = f'SET search_path TO "{self.schema}";\n' + sql
+
         args_dict = {}
         args_def = ""
         for i, arg in enumerate(args):
@@ -2214,7 +2216,7 @@ class DucklakeClient:
             name: DuckLake database name
         """
         self.client = client
-        self.name = name
+        self.name = name 
 
     def query(self, sql: str, **kwargs):
         """Execute a DuckDB query against the DuckLake database.
@@ -2298,3 +2300,12 @@ def infer_sql_type(value) -> str:
         return "JSON"
     else:
         return "TEXT"
+
+def parse_sql_client_name(name: str) -> tuple[str, Optional[str]]:
+    name = name
+    schema = None
+    if ":" in name:
+        name, schema = name.split(":", 1) 
+    if not name:
+        name = "main"
+    return name, schema