From 82221d90d107fd17f85f5b0b4a7771be92f150ef Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 13:30:16 +0200
Subject: [PATCH 1/7] add supported operations for attached catalogs plus
 interoperability with DuckLake

---
 .../iceberg/iceberg_rest_catalogs.md          |  78 ++++++++++++++----
 .../core_extensions/iceberg/overview.md       |   7 +-
 tmp_ducklake.db                               | Bin 0 -> 2109440 bytes
 3 files changed, 66 insertions(+), 19 deletions(-)
 create mode 100644 tmp_ducklake.db

diff --git a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
index 39662597ee..fe8b549cec 100644
--- a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -50,24 +50,74 @@ SHOW ALL TABLES;
 A REST Catalog with OAuth2 authorization can also be attached with just an `ATTACH` statement. See the complete list of `ATTACH` options for a REST catalog below. 
 
  
-| Parameter                    | Type       | Default  | Description                                                |
-| ---------------------------- | ---------- | -------- | ---------------------------------------------------------- |
-| `ENDPOINT_TYPE`              | `VARCHAR`  | `NULL`   | Used for attaching S3Tables or Glue catalogs. Allowed values are 'GLUE' and 'S3_TABLES' |
-| `ENDPOINT`                   | `VARCHAR`  | `NULL`   | URL endpoint to communicate with the REST Catalog. Cannot be used in conjunction with `ENDPOINT_TYPE`            |
-| `SECRET`                     | `VARCHAR`  | `NULL`   | Name of secret used to communicate with the REST Catalog |
-| `CLIENT_ID`                  | `VARCHAR`  | `NULL`   | CLIENT_ID used for Secret                                     |
-| `CLIENT_SECRET`              | `VARCHAR`  | `NULL`   | CLIENT_SECRET needed for Secret                               |
-| `DEFAULT_REGION`             | `VARCHAR`  | `NULL`   | A Default region to use when communicating with the storage layer |
-| `OAUTH2_SERVER_URI`          | `VARCHAR`  | `NULL`   | OAuth2 server url for getting a Bearer Token                  |
-| `AUTHORIZATION_TYPE`         | `VARCHAR`  | `OAUTH2` | Pass `SigV4` for Catalogs the require SigV4 authorization |
+| Parameter                     | Type      | Default  | Description                                                                                           |
+|-------------------------------|-----------|----------|-------------------------------------------------------------------------------------------------------|
+| `ENDPOINT_TYPE`               | `VARCHAR` | `NULL`   | Used for attaching S3Tables or Glue catalogs. Allowed values are 'GLUE' and 'S3_TABLES'               |
+| `ENDPOINT`                    | `VARCHAR` | `NULL`   | URL endpoint to communicate with the REST Catalog. Cannot be used in conjunction with `ENDPOINT_TYPE` |
+| `SECRET`                      | `VARCHAR` | `NULL`   | Name of secret used to communicate with the REST Catalog                                              |
+| `CLIENT_ID`                   | `VARCHAR` | `NULL`   | CLIENT_ID used for Secret                                                                             |
+| `CLIENT_SECRET`               | `VARCHAR` | `NULL`   | CLIENT_SECRET needed for Secret                                                                       |
+| `DEFAULT_REGION`              | `VARCHAR` | `NULL`   | A Default region to use when communicating with the storage layer                                     |
+| `OAUTH2_SERVER_URI`           | `VARCHAR` | `NULL`   | OAuth2 server url for getting a Bearer Token                                                          |
+| `AUTHORIZATION_TYPE`          | `VARCHAR` | `OAUTH2` | Pass `SigV4` for Catalogs the require SigV4 authorization, `none` for catalogs that don't need auth   |
+| `SUPPORTED_NESTED_NAMESPACES` | `BOOLEAN` | `true`   | Option for catalogs that support nested namespaces.                                                   |
+| `SUPPORT_STAGE_CREATE`        | `BOOLEAN` | `false`  | Option for catalogs that do not support stage create.                                                 |
+
 
 
 The following options can only be passed to a `CREATE SECRET` statement, and they require `AUTHORIZATION_TYPE` to be `OAUTH2`
 
-| Parameter                    | Type       | Default  | Description                                                |
-| ---------------------------- | ---------- | -------- | ---------------------------------------------------------- |
-| `OAUTH2_GRANT_TYPE`          | `VARCHAR`  | `NULL` | Grant Type when requesting an OAuth Token |
-| `OAUTH2_SCOPE`               | `VARCHAR`  | `NULL` | Requested scope for the returned OAuth Access Token |
+| Parameter           | Type      | Default | Description                                         |
+|---------------------|-----------|---------|-----------------------------------------------------|
+| `OAUTH2_GRANT_TYPE` | `VARCHAR` | `NULL`  | Grant Type when requesting an OAuth Token           |
+| `OAUTH2_SCOPE`      | `VARCHAR` | `NULL`  | Requested scope for the returned OAuth Access Token |
+
+
+### Supported Operations
+
+The DuckDB Iceberg extensions supports the following operations when used with a REST catalog attached:
+
+- `CREATE/DROP SCHEMA`
+- `CREATE/DROP TABLE`
+- `INSERT INTO`
+- `SELECT`
+- `ALTER TABLE`
+
+Since these operations are supported, the following would also work:
+
+```sql
+COPY FROM DATABASE duckdb_db TO iceberg_datalake;
+
+-- Or
+COPY FROM DATABASE iceberg_datalake to duckdb_db;
+```
+
+This functionality enables deep copies between Iceberg and DuckDB storage.
+
+### Interoperability with DuckLake
+
+The DuckDB Iceberg extensions exposes a function to do metadata only copies of the Iceberg metadata to DuckLake, which enables users to query Iceberg tables as if they where DuckLake tables.
+
+```sql
+-- Given that we have an Iceberg catalog attached aliased to iceberg_datalake
+ATTACH `ducklake:my_ducklake.ducklake` AS my_ducklake;
+
+CALL iceberg_to_ducklake('iceberg_datalake', 'my_ducklake');
+```
+
+It is also possible to skip a set of tables provided the `skip_tables` parameter.
+
+```sql
+CALL iceberg_to_ducklake('iceberg_datalake', 'my_ducklake', skip_tables := ['table_to_skip']);
+```
+
+### Unsupported Operations
+
+The following operations are not supported by the Iceberg DuckDB extension:
+
+- `UPDATE`
+- `DELETE`
+- `MERGE INTO`
 
 ## Specific Catalog Examples
 
diff --git a/docs/stable/core_extensions/iceberg/overview.md b/docs/stable/core_extensions/iceberg/overview.md
index ab0be7d0c1..731cea9eef 100644
--- a/docs/stable/core_extensions/iceberg/overview.md
+++ b/docs/stable/core_extensions/iceberg/overview.md
@@ -11,7 +11,8 @@ redirect_from:
 title: Iceberg Extension
 ---
 
-The `iceberg` extension implements support for the [Apache Iceberg open table format](https://iceberg.apache.org/).
+The `iceberg` extension implements support for the [Apache Iceberg open table format](https://iceberg.apache.org/). 
+In this page we will go over the basic usage of the extension without the need to attach to an Iceberg catalog. For full support &mdash;including write support&mdash; see [how to attach Iceberg REST catalogs]({% link docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md %}).
 
 ## Installing and Loading
 
@@ -186,7 +187,3 @@ FROM iceberg_scan(
     allow_moved_paths = true
 );
 ```
-
-## Limitations
-
-Writing (i.e., exporting to) Iceberg files is currently not supported.
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literal 0
HcmV?d00001


From 9a7f6677237f0f34cd22d8356488202f1ffcf399 Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 13:43:19 +0200
Subject: [PATCH 2/7] ups

---
 tmp_ducklake.db | Bin 2109440 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 tmp_ducklake.db

diff --git a/tmp_ducklake.db b/tmp_ducklake.db
deleted file mode 100644
index 38787af93bc5dd2116037634df5bb6960658eae6..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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zAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C7
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z009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBly
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z009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBly
zP;r5q->H4=wXMx>f7Eg#K!5;&!wbxW?VZQ{x#H!yor}F9K!5-N0t5&UAV7cs0RjXF
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z0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+
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z1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs
z0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZ
zfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&U
zAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C7
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z0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+
z009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBly
zK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF
z5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk
z1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs
z0RjXF5FkK+009C72oNAZfB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5FkK+009C72oNAZ
ifB*pk1PBlyK!5-N0t5&UAV7cs0RjXF5Fk)(f&ULmQe;Q~


From ecb46b4e92af8be662fb68a78eebeea4f01fba9c Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 14:14:29 +0200
Subject: [PATCH 3/7] add section on metadata operations and time traveling

---
 .../iceberg/iceberg_rest_catalogs.md          | 22 ++++++++++++++++++-
 1 file changed, 21 insertions(+), 1 deletion(-)

diff --git a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
index fe8b549cec..cd42057ade 100644
--- a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -81,7 +81,6 @@ The DuckDB Iceberg extensions supports the following operations when used with a
 - `CREATE/DROP TABLE`
 - `INSERT INTO`
 - `SELECT`
-- `ALTER TABLE`
 
 Since these operations are supported, the following would also work:
 
@@ -94,6 +93,26 @@ COPY FROM DATABASE iceberg_datalake to duckdb_db;
 
 This functionality enables deep copies between Iceberg and DuckDB storage.
 
+### Metadata Operations
+
+The functions `iceberg_metadata` and `iceberg_snapshots` are also available to use with an Iceberg REST catalog using a fully qualified path, e.g.
+
+```sql
+SELECT * FROM iceberg_metadata(my_datalake.default.t)
+
+-- Or
+SELECT * FROM iceberg_snapshots(my_datalake.default.t)
+```
+
+This functionality enables the user to grab a `snapshot_from_id` to do **time-traveling**.
+
+```sql
+SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_id => ⟨SNAPSHOT_ID⟩);
+
+-- Or using a timestamp
+SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_timestamp => '2025-09-22 12:32:43.217')
+```
+
 ### Interoperability with DuckLake
 
 The DuckDB Iceberg extensions exposes a function to do metadata only copies of the Iceberg metadata to DuckLake, which enables users to query Iceberg tables as if they where DuckLake tables.
@@ -118,6 +137,7 @@ The following operations are not supported by the Iceberg DuckDB extension:
 - `UPDATE`
 - `DELETE`
 - `MERGE INTO`
+- `ALTER TABLE`
 
 ## Specific Catalog Examples
 

From 8cf28a4acbec75e690c3584fd8c899828b18d70e Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 14:24:57 +0200
Subject: [PATCH 4/7] add new docs to preview

---
 .../iceberg/iceberg_rest_catalogs.md          | 98 ++++++++++++++++---
 .../core_extensions/iceberg/overview.md       |  9 +-
 2 files changed, 87 insertions(+), 20 deletions(-)

diff --git a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
index f8337281b9..f8a7f9c571 100644
--- a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -50,24 +50,94 @@ SHOW ALL TABLES;
 A REST Catalog with OAuth2 authorization can also be attached with just an `ATTACH` statement. See the complete list of `ATTACH` options for a REST catalog below. 
 
  
-| Parameter                    | Type       | Default  | Description                                                |
-| ---------------------------- | ---------- | -------- | ---------------------------------------------------------- |
-| `ENDPOINT_TYPE`              | `VARCHAR`  | `NULL`   | Used for attaching S3Tables or Glue catalogs. Allowed values are 'GLUE' and 'S3_TABLES' |
-| `ENDPOINT`                   | `VARCHAR`  | `NULL`   | URL endpoint to communicate with the REST Catalog. Cannot be used in conjunction with `ENDPOINT_TYPE`            |
-| `SECRET`                     | `VARCHAR`  | `NULL`   | Name of secret used to communicate with the REST Catalog |
-| `CLIENT_ID`                  | `VARCHAR`  | `NULL`   | CLIENT_ID used for Secret                                     |
-| `CLIENT_SECRET`              | `VARCHAR`  | `NULL`   | CLIENT_SECRET needed for Secret                               |
-| `DEFAULT_REGION`             | `VARCHAR`  | `NULL`   | A Default region to use when communicating with the storage layer |
-| `OAUTH2_SERVER_URI`          | `VARCHAR`  | `NULL`   | OAuth2 server url for getting a Bearer Token                  |
-| `AUTHORIZATION_TYPE`         | `VARCHAR`  | `OAUTH2` | Pass `SigV4` for Catalogs the require SigV4 authorization |
+| Parameter                     | Type      | Default  | Description                                                                                           |
+|-------------------------------|-----------|----------|-------------------------------------------------------------------------------------------------------|
+| `ENDPOINT_TYPE`               | `VARCHAR` | `NULL`   | Used for attaching S3Tables or Glue catalogs. Allowed values are 'GLUE' and 'S3_TABLES'               |
+| `ENDPOINT`                    | `VARCHAR` | `NULL`   | URL endpoint to communicate with the REST Catalog. Cannot be used in conjunction with `ENDPOINT_TYPE` |
+| `SECRET`                      | `VARCHAR` | `NULL`   | Name of secret used to communicate with the REST Catalog                                              |
+| `CLIENT_ID`                   | `VARCHAR` | `NULL`   | CLIENT_ID used for Secret                                                                             |
+| `CLIENT_SECRET`               | `VARCHAR` | `NULL`   | CLIENT_SECRET needed for Secret                                                                       |
+| `DEFAULT_REGION`              | `VARCHAR` | `NULL`   | A Default region to use when communicating with the storage layer                                     |
+| `OAUTH2_SERVER_URI`           | `VARCHAR` | `NULL`   | OAuth2 server url for getting a Bearer Token                                                          |
+| `AUTHORIZATION_TYPE`          | `VARCHAR` | `OAUTH2` | Pass `SigV4` for Catalogs the require SigV4 authorization, `none` for catalogs that don't need auth   |
+| `SUPPORTED_NESTED_NAMESPACES` | `BOOLEAN` | `true`   | Option for catalogs that support nested namespaces.                                                   |
+| `SUPPORT_STAGE_CREATE`        | `BOOLEAN` | `false`  | Option for catalogs that do not support stage create.                                                 |
+
 
 
 The following options can only be passed to a `CREATE SECRET` statement, and they require `AUTHORIZATION_TYPE` to be `OAUTH2`
 
-| Parameter                    | Type       | Default  | Description                                                |
-| ---------------------------- | ---------- | -------- | ---------------------------------------------------------- |
-| `OAUTH2_GRANT_TYPE`          | `VARCHAR`  | `NULL` | Grant Type when requesting an OAuth Token |
-| `OAUTH2_SCOPE`               | `VARCHAR`  | `NULL` | Requested scope for the returned OAuth Access Token |
+| Parameter           | Type      | Default | Description                                         |
+|---------------------|-----------|---------|-----------------------------------------------------|
+| `OAUTH2_GRANT_TYPE` | `VARCHAR` | `NULL`  | Grant Type when requesting an OAuth Token           |
+| `OAUTH2_SCOPE`      | `VARCHAR` | `NULL`  | Requested scope for the returned OAuth Access Token |
+
+
+### Supported Operations
+
+The DuckDB Iceberg extensions supports the following operations when used with a REST catalog attached:
+
+- `CREATE/DROP SCHEMA`
+- `CREATE/DROP TABLE`
+- `INSERT INTO`
+- `SELECT`
+
+Since these operations are supported, the following would also work:
+
+```sql
+COPY FROM DATABASE duckdb_db TO iceberg_datalake;
+
+-- Or
+COPY FROM DATABASE iceberg_datalake to duckdb_db;
+```
+
+This functionality enables deep copies between Iceberg and DuckDB storage.
+
+### Metadata Operations
+
+The functions `iceberg_metadata` and `iceberg_snapshots` are also available to use with an Iceberg REST catalog using a fully qualified path, e.g.
+
+```sql
+SELECT * FROM iceberg_metadata(my_datalake.default.t)
+
+-- Or
+SELECT * FROM iceberg_snapshots(my_datalake.default.t)
+```
+
+This functionality enables the user to grab a `snapshot_from_id` to do **time-traveling**.
+
+```sql
+SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_id => ⟨SNAPSHOT_ID⟩);
+
+-- Or using a timestamp
+SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_timestamp => '2025-09-22 12:32:43.217')
+```
+
+### Interoperability with DuckLake
+
+The DuckDB Iceberg extensions exposes a function to do metadata only copies of the Iceberg metadata to DuckLake, which enables users to query Iceberg tables as if they where DuckLake tables.
+
+```sql
+-- Given that we have an Iceberg catalog attached aliased to iceberg_datalake
+ATTACH `ducklake:my_ducklake.ducklake` AS my_ducklake;
+
+CALL iceberg_to_ducklake('iceberg_datalake', 'my_ducklake');
+```
+
+It is also possible to skip a set of tables provided the `skip_tables` parameter.
+
+```sql
+CALL iceberg_to_ducklake('iceberg_datalake', 'my_ducklake', skip_tables := ['table_to_skip']);
+```
+
+### Unsupported Operations
+
+The following operations are not supported by the Iceberg DuckDB extension:
+
+- `UPDATE`
+- `DELETE`
+- `MERGE INTO`
+- `ALTER TABLE`
 
 ## Specific Catalog Examples
 
diff --git a/docs/preview/core_extensions/iceberg/overview.md b/docs/preview/core_extensions/iceberg/overview.md
index 06b3398c8a..f7d8991899 100644
--- a/docs/preview/core_extensions/iceberg/overview.md
+++ b/docs/preview/core_extensions/iceberg/overview.md
@@ -4,7 +4,8 @@ layout: docu
 title: Iceberg Extension
 ---
 
-The `iceberg` extension implements support for the [Apache Iceberg open table format](https://iceberg.apache.org/).
+The `iceberg` extension implements support for the [Apache Iceberg open table format](https://iceberg.apache.org/). 
+In this page we will go over the basic usage of the extension without the need to attach to an Iceberg catalog. For full support &mdash;including write support&mdash; see [how to attach Iceberg REST catalogs]({% link docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md %}).
 
 ## Installing and Loading
 
@@ -71,7 +72,7 @@ FROM iceberg_scan('lineitem_iceberg/metadata/v1.metadata.json');
 |-------------:|
 | 60175        |
 
-The `iceberg` works together with the [`httpfs` extension]({% link docs/preview/core_extensions/httpfs/overview.md %}) or the [`azure` extension]({% link docs/preview/core_extensions/azure.md %}) to access Iceberg tables in object stores such as S3 or Azure Blob Storage.
+The `iceberg` works together with the [`httpfs` extension]({% link docs/stable/core_extensions/httpfs/overview.md %}) or the [`azure` extension]({% link docs/stable/core_extensions/azure.md %}) to access Iceberg tables in object stores such as S3 or Azure Blob Storage.
 
 ```sql
 SELECT count(*)
@@ -179,7 +180,3 @@ FROM iceberg_scan(
     allow_moved_paths = true
 );
 ```
-
-## Limitations
-
-Writing (i.e., exporting to) Iceberg files is currently not supported.

From c753a17598928abc6c6158e2571407830f8b9e2c Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 14:34:41 +0200
Subject: [PATCH 5/7] reformat time-travel

---
 docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md | 4 ++--
 docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md  | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
index f8a7f9c571..767727d2ab 100644
--- a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -107,10 +107,10 @@ SELECT * FROM iceberg_snapshots(my_datalake.default.t)
 This functionality enables the user to grab a `snapshot_from_id` to do **time-traveling**.
 
 ```sql
-SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_id => ⟨SNAPSHOT_ID⟩);
+SELECT * FROM my_datalake.default.t AT (VERSION => ⟨SNAPSHOT_ID⟩)
 
 -- Or using a timestamp
-SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_timestamp => '2025-09-22 12:32:43.217')
+SELECT * FROM iceberg_scan(TIMESTAMP => TIMESTAMP '2025-09-22 12:32:43.217')
 ```
 
 ### Interoperability with DuckLake
diff --git a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
index cd42057ade..0060f3c81b 100644
--- a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -107,10 +107,10 @@ SELECT * FROM iceberg_snapshots(my_datalake.default.t)
 This functionality enables the user to grab a `snapshot_from_id` to do **time-traveling**.
 
 ```sql
-SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_id => ⟨SNAPSHOT_ID⟩);
+SELECT * FROM my_datalake.default.t AT (VERSION => ⟨SNAPSHOT_ID⟩)
 
 -- Or using a timestamp
-SELECT * FROM iceberg_scan(my_datalake.default.t, snapshot_from_timestamp => '2025-09-22 12:32:43.217')
+SELECT * FROM iceberg_scan(TIMESTAMP => TIMESTAMP '2025-09-22 12:32:43.217')
 ```
 
 ### Interoperability with DuckLake

From 9bbc25eba5d5f0a0a4550241d125b6ded61765a0 Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 14:35:52 +0200
Subject: [PATCH 6/7] missed sth

---
 docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md | 2 +-
 docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md  | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
index 767727d2ab..5357e78450 100644
--- a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -110,7 +110,7 @@ This functionality enables the user to grab a `snapshot_from_id` to do **time-tr
 SELECT * FROM my_datalake.default.t AT (VERSION => ⟨SNAPSHOT_ID⟩)
 
 -- Or using a timestamp
-SELECT * FROM iceberg_scan(TIMESTAMP => TIMESTAMP '2025-09-22 12:32:43.217')
+SELECT * FROM my_datalake.default.t AT (TIMESTAMP => TIMESTAMP '2025-09-22 12:32:43.217')
 ```
 
 ### Interoperability with DuckLake
diff --git a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
index 0060f3c81b..6b5db08086 100644
--- a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -110,7 +110,7 @@ This functionality enables the user to grab a `snapshot_from_id` to do **time-tr
 SELECT * FROM my_datalake.default.t AT (VERSION => ⟨SNAPSHOT_ID⟩)
 
 -- Or using a timestamp
-SELECT * FROM iceberg_scan(TIMESTAMP => TIMESTAMP '2025-09-22 12:32:43.217')
+SELECT * FROM my_datalake.default.t AT (TIMESTAMP => TIMESTAMP '2025-09-22 12:32:43.217')
 ```
 
 ### Interoperability with DuckLake

From 004019642c5dcd8f339bbd3be403b9d45c109bb7 Mon Sep 17 00:00:00 2001
From: guillesd <gsdionis@gmail.com>
Date: Mon, 22 Sep 2025 14:44:33 +0200
Subject: [PATCH 7/7] address comments

---
 .../core_extensions/iceberg/iceberg_rest_catalogs.md     | 2 +-
 docs/preview/core_extensions/iceberg/overview.md         | 9 +++++++++
 .../core_extensions/iceberg/iceberg_rest_catalogs.md     | 2 +-
 docs/stable/core_extensions/iceberg/overview.md          | 9 +++++++++
 4 files changed, 20 insertions(+), 2 deletions(-)

diff --git a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
index 5357e78450..09f23ce635 100644
--- a/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -60,7 +60,7 @@ A REST Catalog with OAuth2 authorization can also be attached with just an `ATTA
 | `DEFAULT_REGION`              | `VARCHAR` | `NULL`   | A Default region to use when communicating with the storage layer                                     |
 | `OAUTH2_SERVER_URI`           | `VARCHAR` | `NULL`   | OAuth2 server url for getting a Bearer Token                                                          |
 | `AUTHORIZATION_TYPE`          | `VARCHAR` | `OAUTH2` | Pass `SigV4` for Catalogs the require SigV4 authorization, `none` for catalogs that don't need auth   |
-| `SUPPORTED_NESTED_NAMESPACES` | `BOOLEAN` | `true`   | Option for catalogs that support nested namespaces.                                                   |
+| `SUPPORT_NESTED_NAMESPACES` | `BOOLEAN` | `true`   | Option for catalogs that support nested namespaces.                                                   |
 | `SUPPORT_STAGE_CREATE`        | `BOOLEAN` | `false`  | Option for catalogs that do not support stage create.                                                 |
 
 
diff --git a/docs/preview/core_extensions/iceberg/overview.md b/docs/preview/core_extensions/iceberg/overview.md
index f7d8991899..57aa989111 100644
--- a/docs/preview/core_extensions/iceberg/overview.md
+++ b/docs/preview/core_extensions/iceberg/overview.md
@@ -180,3 +180,12 @@ FROM iceberg_scan(
     allow_moved_paths = true
 );
 ```
+
+## Limitations
+
+- Updates and deletes.
+- Inserts into v3 Iceberg specification tables.
+- Reads from v3 tables with v2 data types.
+- Geometry data type
+
+For a set of unsupported operations when attaching to an iceberg catalog, [see]({% link docs/preview/core_extensions/iceberg/iceberg_rest_catalogs.md %}#unsupported-operations).
diff --git a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
index 6b5db08086..a27ae15de1 100644
--- a/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
+++ b/docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md
@@ -60,7 +60,7 @@ A REST Catalog with OAuth2 authorization can also be attached with just an `ATTA
 | `DEFAULT_REGION`              | `VARCHAR` | `NULL`   | A Default region to use when communicating with the storage layer                                     |
 | `OAUTH2_SERVER_URI`           | `VARCHAR` | `NULL`   | OAuth2 server url for getting a Bearer Token                                                          |
 | `AUTHORIZATION_TYPE`          | `VARCHAR` | `OAUTH2` | Pass `SigV4` for Catalogs the require SigV4 authorization, `none` for catalogs that don't need auth   |
-| `SUPPORTED_NESTED_NAMESPACES` | `BOOLEAN` | `true`   | Option for catalogs that support nested namespaces.                                                   |
+| `SUPPORT_NESTED_NAMESPACES` | `BOOLEAN` | `true`   | Option for catalogs that support nested namespaces.                                                   |
 | `SUPPORT_STAGE_CREATE`        | `BOOLEAN` | `false`  | Option for catalogs that do not support stage create.                                                 |
 
 
diff --git a/docs/stable/core_extensions/iceberg/overview.md b/docs/stable/core_extensions/iceberg/overview.md
index 731cea9eef..f5175ee824 100644
--- a/docs/stable/core_extensions/iceberg/overview.md
+++ b/docs/stable/core_extensions/iceberg/overview.md
@@ -187,3 +187,12 @@ FROM iceberg_scan(
     allow_moved_paths = true
 );
 ```
+
+## Limitations
+
+- Updates and deletes.
+- Inserts into v3 Iceberg specification tables.
+- Reads from v3 tables with v2 data types.
+- Geometry data type
+
+For a set of unsupported operations when attaching to an iceberg catalog, [see]({% link docs/stable/core_extensions/iceberg/iceberg_rest_catalogs.md %}#unsupported-operations).