laskoviymishka commented on code in PR #3066:
URL: https://github.com/apache/iceberg-rust/pull/3066#discussion_r4153158628


##########
crates/iceberg/src/spec/schema/assign_fresh_ids.rs:
##########
@@ -0,0 +1,474 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use super::utils::try_insert_field;
+use super::*;
+
+/// Reassigns `schema`'s field ids, reusing ids from `base` for fields whose 
full name is unchanged
+/// and drawing fresh ids from `start_from` upwards for everything else.
+///
+/// `start_from` must be past every id the table has ever assigned, not merely 
past `base`'s ids:
+/// pass `table_metadata.last_column_id() + 1`, which also reserves the ids of 
columns already
+/// dropped from `base`. Seeding from a schema's `highest_field_id() + 1` can 
hand a new column the
+/// id of a dropped one. A reused id does not consume a fresh one, so a 
`start_from` that is too low
+/// yields duplicate ids, which surface only as a generic error from `build()`.
+///
+/// The returned `schema_id` is carried over unchanged and is not 
authoritative; it is arbitrated by
+/// 
[`TableMetadataBuilder::add_schema`](crate::spec::TableMetadataBuilder::add_schema).
+pub(crate) fn assign_fresh_ids(schema: Schema, base: &Schema, start_from: i32) 
-> Result<Schema> {
+    let Schema {
+        r#struct,
+        schema_id,
+        identifier_field_ids,
+        alias_to_id,
+        id_to_name,
+        ..
+    } = schema;
+    let mut assigner = AssignFreshIds::new(id_to_name, base, start_from);
+    let fields = assigner.assign_fields(r#struct.fields().to_vec())?;
+    let identifier_field_ids = 
assigner.apply_to_identifier_fields(identifier_field_ids)?;
+    let alias_to_id = assigner.apply_to_aliases(alias_to_id)?;
+
+    Schema::builder()
+        .with_schema_id(schema_id)
+        .with_fields(fields)
+        .with_identifier_field_ids(identifier_field_ids)
+        .with_alias(alias_to_id)
+        .build()
+}
+
+struct AssignFreshIds {
+    next_field_id: i32,
+    target_names: HashMap<i32, String>,
+    base_ids: HashMap<String, i32>,
+    old_to_new_id: HashMap<i32, i32>,
+}
+
+impl AssignFreshIds {
+    fn new(target_names: HashMap<i32, String>, base: &Schema, start_from: i32) 
-> Self {
+        Self {
+            next_field_id: start_from,
+            target_names,
+            base_ids: base
+                .field_id_to_name_map()
+                .iter()
+                .map(|(id, name)| (name.clone(), *id))
+                .collect(),
+            old_to_new_id: HashMap::new(),
+        }
+    }
+
+    /// Returns `base`'s id when the field's full name is unchanged, otherwise 
consumes a fresh id by
+    /// advancing `next_field_id`.
+    fn resolve_or_assign_id(&mut self, old_id: i32) -> Result<i32> {
+        if let Some(id) = self
+            .target_names
+            .get(&old_id)
+            .and_then(|name| self.base_ids.get(name))
+        {
+            return Ok(*id);
+        }
+
+        let id = self.next_field_id;
+        self.next_field_id = self.next_field_id.checked_add(1).ok_or_else(|| {
+            Error::new(
+                ErrorKind::DataInvalid,
+                "Field ID overflowed, cannot add more fields",
+            )
+        })?;
+        Ok(id)
+    }
+
+    fn assign_fields(&mut self, fields: Vec<NestedFieldRef>) -> 
Result<Vec<NestedFieldRef>> {
+        let outer_fields = fields
+            .into_iter()
+            .map(|field| {
+                let new_id = self.resolve_or_assign_id(field.id)?;
+                try_insert_field(&mut self.old_to_new_id, field.id, new_id)?;
+                Ok(Arc::new(Arc::unwrap_or_clone(field).with_id(new_id)))
+            })
+            .collect::<Result<Vec<_>>>()?;
+
+        outer_fields
+            .into_iter()
+            .map(|field| {
+                if field.field_type.is_primitive() {

Review Comment:
   Still here from last round: `is_primitive()` is false for `Type::Variant`, 
so a variant field takes the else branch and does an `unwrap_or_clone` + 
`assign_type` round-trip that returns it unchanged. 
`!field.field_type.is_nested()` is the predicate you actually want. 
`id_reassigner.rs:55` has the identical check — worth fixing both in one go.



##########
crates/iceberg/src/spec/schema/assign_fresh_ids.rs:
##########
@@ -0,0 +1,474 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use super::utils::try_insert_field;
+use super::*;
+
+/// Reassigns `schema`'s field ids, reusing ids from `base` for fields whose 
full name is unchanged
+/// and drawing fresh ids from `start_from` upwards for everything else.
+///
+/// `start_from` must be past every id the table has ever assigned, not merely 
past `base`'s ids:
+/// pass `table_metadata.last_column_id() + 1`, which also reserves the ids of 
columns already
+/// dropped from `base`. Seeding from a schema's `highest_field_id() + 1` can 
hand a new column the
+/// id of a dropped one. A reused id does not consume a fresh one, so a 
`start_from` that is too low
+/// yields duplicate ids, which surface only as a generic error from `build()`.
+///
+/// The returned `schema_id` is carried over unchanged and is not 
authoritative; it is arbitrated by
+/// 
[`TableMetadataBuilder::add_schema`](crate::spec::TableMetadataBuilder::add_schema).
+pub(crate) fn assign_fresh_ids(schema: Schema, base: &Schema, start_from: i32) 
-> Result<Schema> {
+    let Schema {
+        r#struct,
+        schema_id,
+        identifier_field_ids,
+        alias_to_id,
+        id_to_name,
+        ..
+    } = schema;
+    let mut assigner = AssignFreshIds::new(id_to_name, base, start_from);
+    let fields = assigner.assign_fields(r#struct.fields().to_vec())?;
+    let identifier_field_ids = 
assigner.apply_to_identifier_fields(identifier_field_ids)?;
+    let alias_to_id = assigner.apply_to_aliases(alias_to_id)?;
+
+    Schema::builder()
+        .with_schema_id(schema_id)
+        .with_fields(fields)
+        .with_identifier_field_ids(identifier_field_ids)
+        .with_alias(alias_to_id)
+        .build()
+}
+
+struct AssignFreshIds {
+    next_field_id: i32,
+    target_names: HashMap<i32, String>,
+    base_ids: HashMap<String, i32>,
+    old_to_new_id: HashMap<i32, i32>,
+}
+
+impl AssignFreshIds {
+    fn new(target_names: HashMap<i32, String>, base: &Schema, start_from: i32) 
-> Self {

Review Comment:
   Third round on this one. The contract's documented but still not enforced — 
a `debug_assert` here in `new` turns a too-low `start_from` into a loud failure 
at the call site instead of surfacing two layers down as a `build()` 
duplicate-id error. Same ask as the last two rounds; this closes it.
   
   ```rust
   debug_assert!(
       start_from > base.highest_field_id(),
       "start_from must exceed every id the table has assigned; pass 
last_column_id() + 1"
   );
   ```
   
   One refinement while we're in here: the doc says a too-low `start_from` 
surfaces "only as a generic error from `build()`", but the dropped-column case 
is exactly the one that doesn't — those ids slip through and `build()` 
succeeds. The assert above can only be a partial guard (`> highest_field_id()` 
won't catch every dropped-id gap), so the doc should name that silent path 
rather than imply `build()` catches everything.



##########
crates/iceberg/src/spec/schema/assign_fresh_ids.rs:
##########
@@ -0,0 +1,474 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use super::utils::try_insert_field;
+use super::*;
+
+/// Reassigns `schema`'s field ids, reusing ids from `base` for fields whose 
full name is unchanged
+/// and drawing fresh ids from `start_from` upwards for everything else.
+///
+/// `start_from` must be past every id the table has ever assigned, not merely 
past `base`'s ids:
+/// pass `table_metadata.last_column_id() + 1`, which also reserves the ids of 
columns already
+/// dropped from `base`. Seeding from a schema's `highest_field_id() + 1` can 
hand a new column the
+/// id of a dropped one. A reused id does not consume a fresh one, so a 
`start_from` that is too low
+/// yields duplicate ids, which surface only as a generic error from `build()`.
+///
+/// The returned `schema_id` is carried over unchanged and is not 
authoritative; it is arbitrated by
+/// 
[`TableMetadataBuilder::add_schema`](crate::spec::TableMetadataBuilder::add_schema).
+pub(crate) fn assign_fresh_ids(schema: Schema, base: &Schema, start_from: i32) 
-> Result<Schema> {
+    let Schema {
+        r#struct,
+        schema_id,
+        identifier_field_ids,
+        alias_to_id,
+        id_to_name,
+        ..
+    } = schema;
+    let mut assigner = AssignFreshIds::new(id_to_name, base, start_from);
+    let fields = assigner.assign_fields(r#struct.fields().to_vec())?;
+    let identifier_field_ids = 
assigner.apply_to_identifier_fields(identifier_field_ids)?;
+    let alias_to_id = assigner.apply_to_aliases(alias_to_id)?;
+
+    Schema::builder()
+        .with_schema_id(schema_id)
+        .with_fields(fields)
+        .with_identifier_field_ids(identifier_field_ids)
+        .with_alias(alias_to_id)
+        .build()
+}
+
+struct AssignFreshIds {
+    next_field_id: i32,
+    target_names: HashMap<i32, String>,
+    base_ids: HashMap<String, i32>,
+    old_to_new_id: HashMap<i32, i32>,
+}
+
+impl AssignFreshIds {
+    fn new(target_names: HashMap<i32, String>, base: &Schema, start_from: i32) 
-> Self {
+        Self {
+            next_field_id: start_from,
+            target_names,
+            base_ids: base
+                .field_id_to_name_map()
+                .iter()
+                .map(|(id, name)| (name.clone(), *id))
+                .collect(),
+            old_to_new_id: HashMap::new(),
+        }
+    }
+
+    /// Returns `base`'s id when the field's full name is unchanged, otherwise 
consumes a fresh id by
+    /// advancing `next_field_id`.
+    fn resolve_or_assign_id(&mut self, old_id: i32) -> Result<i32> {
+        if let Some(id) = self
+            .target_names
+            .get(&old_id)
+            .and_then(|name| self.base_ids.get(name))
+        {
+            return Ok(*id);
+        }
+
+        let id = self.next_field_id;
+        self.next_field_id = self.next_field_id.checked_add(1).ok_or_else(|| {
+            Error::new(
+                ErrorKind::DataInvalid,
+                "Field ID overflowed, cannot add more fields",
+            )
+        })?;
+        Ok(id)
+    }
+
+    fn assign_fields(&mut self, fields: Vec<NestedFieldRef>) -> 
Result<Vec<NestedFieldRef>> {

Review Comment:
   New this round and I'm not fully sure — worth verifying against Java. We 
assign all sibling ids at a struct level before recursing into any nested type 
(two-pass), but Java's `TypeUtil.assignFreshIds` runs through 
`CustomOrderSchemaVisitor`, where iterating the lazy field results 
assigns-and-recurses together, so depth-first one-pass is the natural behavior 
there.
   
   If Java is one-pass, a replacement with new fields at multiple nesting 
levels gets different fresh ids from us — not corruption (reused ids still 
match by name), but cross-client schema diffs would diverge. I couldn't pull 
the `AssignFreshIds.struct()` body to confirm; could you check whether Java 
assigns per-field depth-first here? If it's genuinely two-pass, this is fine 
as-is.



##########
crates/iceberg/src/spec/schema/assign_fresh_ids.rs:
##########
@@ -0,0 +1,474 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use super::utils::try_insert_field;
+use super::*;
+
+/// Reassigns `schema`'s field ids, reusing ids from `base` for fields whose 
full name is unchanged
+/// and drawing fresh ids from `start_from` upwards for everything else.
+///
+/// `start_from` must be past every id the table has ever assigned, not merely 
past `base`'s ids:
+/// pass `table_metadata.last_column_id() + 1`, which also reserves the ids of 
columns already
+/// dropped from `base`. Seeding from a schema's `highest_field_id() + 1` can 
hand a new column the
+/// id of a dropped one. A reused id does not consume a fresh one, so a 
`start_from` that is too low
+/// yields duplicate ids, which surface only as a generic error from `build()`.
+///
+/// The returned `schema_id` is carried over unchanged and is not 
authoritative; it is arbitrated by
+/// 
[`TableMetadataBuilder::add_schema`](crate::spec::TableMetadataBuilder::add_schema).
+pub(crate) fn assign_fresh_ids(schema: Schema, base: &Schema, start_from: i32) 
-> Result<Schema> {
+    let Schema {
+        r#struct,
+        schema_id,
+        identifier_field_ids,
+        alias_to_id,
+        id_to_name,
+        ..
+    } = schema;
+    let mut assigner = AssignFreshIds::new(id_to_name, base, start_from);
+    let fields = assigner.assign_fields(r#struct.fields().to_vec())?;
+    let identifier_field_ids = 
assigner.apply_to_identifier_fields(identifier_field_ids)?;
+    let alias_to_id = assigner.apply_to_aliases(alias_to_id)?;
+
+    Schema::builder()
+        .with_schema_id(schema_id)
+        .with_fields(fields)
+        .with_identifier_field_ids(identifier_field_ids)
+        .with_alias(alias_to_id)
+        .build()
+}
+
+struct AssignFreshIds {
+    next_field_id: i32,
+    target_names: HashMap<i32, String>,
+    base_ids: HashMap<String, i32>,
+    old_to_new_id: HashMap<i32, i32>,
+}
+
+impl AssignFreshIds {
+    fn new(target_names: HashMap<i32, String>, base: &Schema, start_from: i32) 
-> Self {
+        Self {
+            next_field_id: start_from,
+            target_names,
+            base_ids: base
+                .field_id_to_name_map()
+                .iter()
+                .map(|(id, name)| (name.clone(), *id))
+                .collect(),
+            old_to_new_id: HashMap::new(),
+        }
+    }
+
+    /// Returns `base`'s id when the field's full name is unchanged, otherwise 
consumes a fresh id by
+    /// advancing `next_field_id`.
+    fn resolve_or_assign_id(&mut self, old_id: i32) -> Result<i32> {
+        if let Some(id) = self
+            .target_names
+            .get(&old_id)
+            .and_then(|name| self.base_ids.get(name))
+        {
+            return Ok(*id);
+        }
+
+        let id = self.next_field_id;
+        self.next_field_id = self.next_field_id.checked_add(1).ok_or_else(|| {
+            Error::new(
+                ErrorKind::DataInvalid,
+                "Field ID overflowed, cannot add more fields",
+            )
+        })?;
+        Ok(id)
+    }
+
+    fn assign_fields(&mut self, fields: Vec<NestedFieldRef>) -> 
Result<Vec<NestedFieldRef>> {
+        let outer_fields = fields
+            .into_iter()
+            .map(|field| {
+                let new_id = self.resolve_or_assign_id(field.id)?;
+                try_insert_field(&mut self.old_to_new_id, field.id, new_id)?;
+                Ok(Arc::new(Arc::unwrap_or_clone(field).with_id(new_id)))
+            })
+            .collect::<Result<Vec<_>>>()?;
+
+        outer_fields
+            .into_iter()
+            .map(|field| {
+                if field.field_type.is_primitive() {
+                    Ok(field)
+                } else {
+                    let mut field = Arc::unwrap_or_clone(field);
+                    *field.field_type = self.assign_type(*field.field_type)?;
+                    Ok(Arc::new(field))
+                }
+            })
+            .collect()
+    }
+
+    fn assign_type(&mut self, field_type: Type) -> Result<Type> {
+        match field_type {
+            Type::Primitive(primitive) => Ok(Type::Primitive(primitive)),
+            Type::Struct(r#struct) => Ok(Type::Struct(StructType::new(
+                self.assign_fields(r#struct.fields().to_vec())?,
+            ))),
+            Type::List(list) => {
+                let new_id = self.resolve_or_assign_id(list.element_field.id)?;
+                try_insert_field(&mut self.old_to_new_id, 
list.element_field.id, new_id)?;
+                let mut element_field = 
Arc::unwrap_or_clone(list.element_field);
+                element_field.id = new_id;
+                *element_field.field_type = 
self.assign_type(*element_field.field_type)?;
+                Ok(Type::List(ListType {
+                    element_field: Arc::new(element_field),
+                }))
+            }
+            Type::Map(map) => {
+                // Key and value ids are resolved before recursing into 
either, matching Java and
+                // intentionally unlike `ReassignFieldIds`, which recurses the 
key first.
+                let new_key_id = self.resolve_or_assign_id(map.key_field.id)?;
+                let new_value_id = 
self.resolve_or_assign_id(map.value_field.id)?;
+                try_insert_field(&mut self.old_to_new_id, map.key_field.id, 
new_key_id)?;
+                try_insert_field(&mut self.old_to_new_id, map.value_field.id, 
new_value_id)?;
+
+                let mut key_field = Arc::unwrap_or_clone(map.key_field);
+                key_field.id = new_key_id;
+                *key_field.field_type = 
self.assign_type(*key_field.field_type)?;
+
+                let mut value_field = Arc::unwrap_or_clone(map.value_field);
+                value_field.id = new_value_id;
+                *value_field.field_type = 
self.assign_type(*value_field.field_type)?;
+
+                Ok(Type::Map(MapType {
+                    key_field: Arc::new(key_field),
+                    value_field: Arc::new(value_field),
+                }))
+            }
+            Type::Variant(variant) => Ok(Type::Variant(variant)),
+        }
+    }
+
+    fn apply_to_identifier_fields(&self, field_ids: HashSet<i32>) -> 
Result<HashSet<i32>> {
+        field_ids
+            .into_iter()
+            .map(|id| {
+                self.old_to_new_id.get(&id).copied().ok_or_else(|| {
+                    Error::new(
+                        ErrorKind::DataInvalid,
+                        format!("Identifier Field ID {id} not found"),

Review Comment:
   Small one while we're here: `"Identifier Field ID {id} not found"` is 
title-cased but the rest of the module is lowercase (`"field does not exist"`, 
`"field ids must be unique"`). `"identifier field id {id} not found"` matches — 
same fix applies to the copy in `id_reassigner.rs:126`.



##########
crates/iceberg/src/spec/schema/assign_fresh_ids.rs:
##########
@@ -0,0 +1,474 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use super::utils::try_insert_field;
+use super::*;
+
+/// Reassigns `schema`'s field ids, reusing ids from `base` for fields whose 
full name is unchanged
+/// and drawing fresh ids from `start_from` upwards for everything else.
+///
+/// `start_from` must be past every id the table has ever assigned, not merely 
past `base`'s ids:
+/// pass `table_metadata.last_column_id() + 1`, which also reserves the ids of 
columns already
+/// dropped from `base`. Seeding from a schema's `highest_field_id() + 1` can 
hand a new column the
+/// id of a dropped one. A reused id does not consume a fresh one, so a 
`start_from` that is too low
+/// yields duplicate ids, which surface only as a generic error from `build()`.
+///
+/// The returned `schema_id` is carried over unchanged and is not 
authoritative; it is arbitrated by
+/// 
[`TableMetadataBuilder::add_schema`](crate::spec::TableMetadataBuilder::add_schema).
+pub(crate) fn assign_fresh_ids(schema: Schema, base: &Schema, start_from: i32) 
-> Result<Schema> {
+    let Schema {
+        r#struct,
+        schema_id,
+        identifier_field_ids,
+        alias_to_id,
+        id_to_name,
+        ..
+    } = schema;
+    let mut assigner = AssignFreshIds::new(id_to_name, base, start_from);
+    let fields = assigner.assign_fields(r#struct.fields().to_vec())?;
+    let identifier_field_ids = 
assigner.apply_to_identifier_fields(identifier_field_ids)?;
+    let alias_to_id = assigner.apply_to_aliases(alias_to_id)?;
+
+    Schema::builder()
+        .with_schema_id(schema_id)
+        .with_fields(fields)
+        .with_identifier_field_ids(identifier_field_ids)
+        .with_alias(alias_to_id)
+        .build()
+}
+
+struct AssignFreshIds {
+    next_field_id: i32,
+    target_names: HashMap<i32, String>,
+    base_ids: HashMap<String, i32>,
+    old_to_new_id: HashMap<i32, i32>,
+}
+
+impl AssignFreshIds {
+    fn new(target_names: HashMap<i32, String>, base: &Schema, start_from: i32) 
-> Self {
+        Self {
+            next_field_id: start_from,
+            target_names,
+            base_ids: base
+                .field_id_to_name_map()
+                .iter()
+                .map(|(id, name)| (name.clone(), *id))
+                .collect(),
+            old_to_new_id: HashMap::new(),
+        }
+    }
+
+    /// Returns `base`'s id when the field's full name is unchanged, otherwise 
consumes a fresh id by
+    /// advancing `next_field_id`.
+    fn resolve_or_assign_id(&mut self, old_id: i32) -> Result<i32> {
+        if let Some(id) = self
+            .target_names
+            .get(&old_id)
+            .and_then(|name| self.base_ids.get(name))
+        {
+            return Ok(*id);
+        }
+
+        let id = self.next_field_id;
+        self.next_field_id = self.next_field_id.checked_add(1).ok_or_else(|| {
+            Error::new(
+                ErrorKind::DataInvalid,
+                "Field ID overflowed, cannot add more fields",
+            )
+        })?;
+        Ok(id)
+    }
+
+    fn assign_fields(&mut self, fields: Vec<NestedFieldRef>) -> 
Result<Vec<NestedFieldRef>> {
+        let outer_fields = fields
+            .into_iter()
+            .map(|field| {
+                let new_id = self.resolve_or_assign_id(field.id)?;
+                try_insert_field(&mut self.old_to_new_id, field.id, new_id)?;
+                Ok(Arc::new(Arc::unwrap_or_clone(field).with_id(new_id)))
+            })
+            .collect::<Result<Vec<_>>>()?;
+
+        outer_fields
+            .into_iter()
+            .map(|field| {
+                if field.field_type.is_primitive() {
+                    Ok(field)
+                } else {
+                    let mut field = Arc::unwrap_or_clone(field);
+                    *field.field_type = self.assign_type(*field.field_type)?;
+                    Ok(Arc::new(field))
+                }
+            })
+            .collect()
+    }
+
+    fn assign_type(&mut self, field_type: Type) -> Result<Type> {
+        match field_type {
+            Type::Primitive(primitive) => Ok(Type::Primitive(primitive)),
+            Type::Struct(r#struct) => Ok(Type::Struct(StructType::new(
+                self.assign_fields(r#struct.fields().to_vec())?,
+            ))),
+            Type::List(list) => {
+                let new_id = self.resolve_or_assign_id(list.element_field.id)?;
+                try_insert_field(&mut self.old_to_new_id, 
list.element_field.id, new_id)?;
+                let mut element_field = 
Arc::unwrap_or_clone(list.element_field);
+                element_field.id = new_id;
+                *element_field.field_type = 
self.assign_type(*element_field.field_type)?;
+                Ok(Type::List(ListType {
+                    element_field: Arc::new(element_field),
+                }))
+            }
+            Type::Map(map) => {
+                // Key and value ids are resolved before recursing into 
either, matching Java and
+                // intentionally unlike `ReassignFieldIds`, which recurses the 
key first.
+                let new_key_id = self.resolve_or_assign_id(map.key_field.id)?;
+                let new_value_id = 
self.resolve_or_assign_id(map.value_field.id)?;
+                try_insert_field(&mut self.old_to_new_id, map.key_field.id, 
new_key_id)?;
+                try_insert_field(&mut self.old_to_new_id, map.value_field.id, 
new_value_id)?;
+
+                let mut key_field = Arc::unwrap_or_clone(map.key_field);
+                key_field.id = new_key_id;
+                *key_field.field_type = 
self.assign_type(*key_field.field_type)?;
+
+                let mut value_field = Arc::unwrap_or_clone(map.value_field);
+                value_field.id = new_value_id;
+                *value_field.field_type = 
self.assign_type(*value_field.field_type)?;
+
+                Ok(Type::Map(MapType {
+                    key_field: Arc::new(key_field),
+                    value_field: Arc::new(value_field),
+                }))
+            }
+            Type::Variant(variant) => Ok(Type::Variant(variant)),
+        }
+    }
+
+    fn apply_to_identifier_fields(&self, field_ids: HashSet<i32>) -> 
Result<HashSet<i32>> {
+        field_ids
+            .into_iter()
+            .map(|id| {
+                self.old_to_new_id.get(&id).copied().ok_or_else(|| {
+                    Error::new(
+                        ErrorKind::DataInvalid,
+                        format!("Identifier Field ID {id} not found"),
+                    )
+                })
+            })
+            .collect()
+    }
+
+    fn apply_to_aliases(&self, aliases: BiHashMap<String, i32>) -> 
Result<BiHashMap<String, i32>> {
+        aliases
+            .into_iter()
+            .map(|(name, id)| {
+                self.old_to_new_id
+                    .get(&id)
+                    .copied()
+                    .ok_or_else(|| {
+                        Error::new(
+                            ErrorKind::DataInvalid,
+                            format!("Field with id {id} for alias {name} not 
found"),
+                        )
+                    })
+                    .map(|new_id| (name, new_id))
+            })
+            .collect()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::spec::{Literal, VariantType};
+
+    fn empty_schema() -> Schema {
+        Schema::builder().build().unwrap()
+    }
+
+    #[test]
+    fn test_assign_fresh_ids() {
+        let schema = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(0, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::required(1, "c", 
Type::Primitive(PrimitiveType::Int))
+                    .with_initial_default(Literal::int(23))
+                    .with_write_default(Literal::int(34))
+                    .into(),
+                NestedField::required(2, "B", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+        let expected = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(11, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::required(12, "c", 
Type::Primitive(PrimitiveType::Int))
+                    .with_initial_default(Literal::int(23))
+                    .with_write_default(Literal::int(34))
+                    .into(),
+                NestedField::required(13, "B", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+
+        let assigned = assign_fresh_ids(schema, &empty_schema(), 11).unwrap();
+
+        assert_eq!(assigned.as_struct(), expected.as_struct());
+    }
+
+    #[test]
+    fn test_assign_fresh_ids_with_type() {
+        for test_type in [
+            Type::Primitive(PrimitiveType::Boolean),
+            Type::Primitive(PrimitiveType::Int),
+            Type::Primitive(PrimitiveType::Long),
+            Type::Primitive(PrimitiveType::Float),
+            Type::Primitive(PrimitiveType::Double),
+            Type::Primitive(PrimitiveType::Decimal {
+                precision: 9,
+                scale: 2,
+            }),
+            Type::Primitive(PrimitiveType::Date),
+            Type::Primitive(PrimitiveType::Time),
+            Type::Primitive(PrimitiveType::Timestamp),
+            Type::Primitive(PrimitiveType::Timestamptz),
+            Type::Primitive(PrimitiveType::TimestampNs),
+            Type::Primitive(PrimitiveType::TimestamptzNs),
+            Type::Primitive(PrimitiveType::String),
+            Type::Primitive(PrimitiveType::Uuid),
+            Type::Primitive(PrimitiveType::Fixed(16)),
+            Type::Primitive(PrimitiveType::Binary),
+            Type::Variant(VariantType),
+        ] {
+            let schema = Schema::builder()
+                .with_fields(vec![
+                    NestedField::required(0, "id", 
Type::Primitive(PrimitiveType::Int)).into(),
+                    NestedField::optional(1, "data", test_type.clone()).into(),
+                ])
+                .build()
+                .unwrap();
+            let expected = Schema::builder()
+                .with_fields(vec![
+                    NestedField::required(11, "id", 
Type::Primitive(PrimitiveType::Int)).into(),
+                    NestedField::optional(12, "data", test_type).into(),
+                ])
+                .build()
+                .unwrap();
+
+            let assigned = assign_fresh_ids(schema, &empty_schema(), 
11).unwrap();
+
+            assert_eq!(assigned.as_struct(), expected.as_struct());

Review Comment:
   Also still open from last round — the bare `assert_eq!` across 17 type 
variants won't tell you which `test_type` failed. 
`assert_eq!(assigned.as_struct(), expected.as_struct(), "failed for type: 
{test_type:?}")` fixes it.



##########
crates/iceberg/src/spec/schema/assign_fresh_ids.rs:
##########
@@ -0,0 +1,474 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+use super::utils::try_insert_field;
+use super::*;
+
+/// Reassigns `schema`'s field ids, reusing ids from `base` for fields whose 
full name is unchanged
+/// and drawing fresh ids from `start_from` upwards for everything else.
+///
+/// `start_from` must be past every id the table has ever assigned, not merely 
past `base`'s ids:
+/// pass `table_metadata.last_column_id() + 1`, which also reserves the ids of 
columns already
+/// dropped from `base`. Seeding from a schema's `highest_field_id() + 1` can 
hand a new column the
+/// id of a dropped one. A reused id does not consume a fresh one, so a 
`start_from` that is too low
+/// yields duplicate ids, which surface only as a generic error from `build()`.
+///
+/// The returned `schema_id` is carried over unchanged and is not 
authoritative; it is arbitrated by
+/// 
[`TableMetadataBuilder::add_schema`](crate::spec::TableMetadataBuilder::add_schema).
+pub(crate) fn assign_fresh_ids(schema: Schema, base: &Schema, start_from: i32) 
-> Result<Schema> {
+    let Schema {
+        r#struct,
+        schema_id,
+        identifier_field_ids,
+        alias_to_id,
+        id_to_name,
+        ..
+    } = schema;
+    let mut assigner = AssignFreshIds::new(id_to_name, base, start_from);
+    let fields = assigner.assign_fields(r#struct.fields().to_vec())?;
+    let identifier_field_ids = 
assigner.apply_to_identifier_fields(identifier_field_ids)?;
+    let alias_to_id = assigner.apply_to_aliases(alias_to_id)?;
+
+    Schema::builder()
+        .with_schema_id(schema_id)
+        .with_fields(fields)
+        .with_identifier_field_ids(identifier_field_ids)
+        .with_alias(alias_to_id)
+        .build()
+}
+
+struct AssignFreshIds {
+    next_field_id: i32,
+    target_names: HashMap<i32, String>,
+    base_ids: HashMap<String, i32>,
+    old_to_new_id: HashMap<i32, i32>,
+}
+
+impl AssignFreshIds {
+    fn new(target_names: HashMap<i32, String>, base: &Schema, start_from: i32) 
-> Self {
+        Self {
+            next_field_id: start_from,
+            target_names,
+            base_ids: base
+                .field_id_to_name_map()
+                .iter()
+                .map(|(id, name)| (name.clone(), *id))
+                .collect(),
+            old_to_new_id: HashMap::new(),
+        }
+    }
+
+    /// Returns `base`'s id when the field's full name is unchanged, otherwise 
consumes a fresh id by
+    /// advancing `next_field_id`.
+    fn resolve_or_assign_id(&mut self, old_id: i32) -> Result<i32> {
+        if let Some(id) = self
+            .target_names
+            .get(&old_id)
+            .and_then(|name| self.base_ids.get(name))
+        {
+            return Ok(*id);
+        }
+
+        let id = self.next_field_id;
+        self.next_field_id = self.next_field_id.checked_add(1).ok_or_else(|| {
+            Error::new(
+                ErrorKind::DataInvalid,
+                "Field ID overflowed, cannot add more fields",
+            )
+        })?;
+        Ok(id)
+    }
+
+    fn assign_fields(&mut self, fields: Vec<NestedFieldRef>) -> 
Result<Vec<NestedFieldRef>> {
+        let outer_fields = fields
+            .into_iter()
+            .map(|field| {
+                let new_id = self.resolve_or_assign_id(field.id)?;
+                try_insert_field(&mut self.old_to_new_id, field.id, new_id)?;
+                Ok(Arc::new(Arc::unwrap_or_clone(field).with_id(new_id)))
+            })
+            .collect::<Result<Vec<_>>>()?;
+
+        outer_fields
+            .into_iter()
+            .map(|field| {
+                if field.field_type.is_primitive() {
+                    Ok(field)
+                } else {
+                    let mut field = Arc::unwrap_or_clone(field);
+                    *field.field_type = self.assign_type(*field.field_type)?;
+                    Ok(Arc::new(field))
+                }
+            })
+            .collect()
+    }
+
+    fn assign_type(&mut self, field_type: Type) -> Result<Type> {
+        match field_type {
+            Type::Primitive(primitive) => Ok(Type::Primitive(primitive)),
+            Type::Struct(r#struct) => Ok(Type::Struct(StructType::new(
+                self.assign_fields(r#struct.fields().to_vec())?,
+            ))),
+            Type::List(list) => {
+                let new_id = self.resolve_or_assign_id(list.element_field.id)?;
+                try_insert_field(&mut self.old_to_new_id, 
list.element_field.id, new_id)?;
+                let mut element_field = 
Arc::unwrap_or_clone(list.element_field);
+                element_field.id = new_id;
+                *element_field.field_type = 
self.assign_type(*element_field.field_type)?;
+                Ok(Type::List(ListType {
+                    element_field: Arc::new(element_field),
+                }))
+            }
+            Type::Map(map) => {
+                // Key and value ids are resolved before recursing into 
either, matching Java and
+                // intentionally unlike `ReassignFieldIds`, which recurses the 
key first.
+                let new_key_id = self.resolve_or_assign_id(map.key_field.id)?;
+                let new_value_id = 
self.resolve_or_assign_id(map.value_field.id)?;
+                try_insert_field(&mut self.old_to_new_id, map.key_field.id, 
new_key_id)?;
+                try_insert_field(&mut self.old_to_new_id, map.value_field.id, 
new_value_id)?;
+
+                let mut key_field = Arc::unwrap_or_clone(map.key_field);
+                key_field.id = new_key_id;
+                *key_field.field_type = 
self.assign_type(*key_field.field_type)?;
+
+                let mut value_field = Arc::unwrap_or_clone(map.value_field);
+                value_field.id = new_value_id;
+                *value_field.field_type = 
self.assign_type(*value_field.field_type)?;
+
+                Ok(Type::Map(MapType {
+                    key_field: Arc::new(key_field),
+                    value_field: Arc::new(value_field),
+                }))
+            }
+            Type::Variant(variant) => Ok(Type::Variant(variant)),
+        }
+    }
+
+    fn apply_to_identifier_fields(&self, field_ids: HashSet<i32>) -> 
Result<HashSet<i32>> {
+        field_ids
+            .into_iter()
+            .map(|id| {
+                self.old_to_new_id.get(&id).copied().ok_or_else(|| {
+                    Error::new(
+                        ErrorKind::DataInvalid,
+                        format!("Identifier Field ID {id} not found"),
+                    )
+                })
+            })
+            .collect()
+    }
+
+    fn apply_to_aliases(&self, aliases: BiHashMap<String, i32>) -> 
Result<BiHashMap<String, i32>> {
+        aliases
+            .into_iter()
+            .map(|(name, id)| {
+                self.old_to_new_id
+                    .get(&id)
+                    .copied()
+                    .ok_or_else(|| {
+                        Error::new(
+                            ErrorKind::DataInvalid,
+                            format!("Field with id {id} for alias {name} not 
found"),
+                        )
+                    })
+                    .map(|new_id| (name, new_id))
+            })
+            .collect()
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use crate::spec::{Literal, VariantType};
+
+    fn empty_schema() -> Schema {
+        Schema::builder().build().unwrap()
+    }
+
+    #[test]
+    fn test_assign_fresh_ids() {
+        let schema = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(0, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::required(1, "c", 
Type::Primitive(PrimitiveType::Int))
+                    .with_initial_default(Literal::int(23))
+                    .with_write_default(Literal::int(34))
+                    .into(),
+                NestedField::required(2, "B", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+        let expected = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(11, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::required(12, "c", 
Type::Primitive(PrimitiveType::Int))
+                    .with_initial_default(Literal::int(23))
+                    .with_write_default(Literal::int(34))
+                    .into(),
+                NestedField::required(13, "B", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+
+        let assigned = assign_fresh_ids(schema, &empty_schema(), 11).unwrap();
+
+        assert_eq!(assigned.as_struct(), expected.as_struct());
+    }
+
+    #[test]
+    fn test_assign_fresh_ids_with_type() {
+        for test_type in [
+            Type::Primitive(PrimitiveType::Boolean),
+            Type::Primitive(PrimitiveType::Int),
+            Type::Primitive(PrimitiveType::Long),
+            Type::Primitive(PrimitiveType::Float),
+            Type::Primitive(PrimitiveType::Double),
+            Type::Primitive(PrimitiveType::Decimal {
+                precision: 9,
+                scale: 2,
+            }),
+            Type::Primitive(PrimitiveType::Date),
+            Type::Primitive(PrimitiveType::Time),
+            Type::Primitive(PrimitiveType::Timestamp),
+            Type::Primitive(PrimitiveType::Timestamptz),
+            Type::Primitive(PrimitiveType::TimestampNs),
+            Type::Primitive(PrimitiveType::TimestamptzNs),
+            Type::Primitive(PrimitiveType::String),
+            Type::Primitive(PrimitiveType::Uuid),
+            Type::Primitive(PrimitiveType::Fixed(16)),
+            Type::Primitive(PrimitiveType::Binary),
+            Type::Variant(VariantType),
+        ] {
+            let schema = Schema::builder()
+                .with_fields(vec![
+                    NestedField::required(0, "id", 
Type::Primitive(PrimitiveType::Int)).into(),
+                    NestedField::optional(1, "data", test_type.clone()).into(),
+                ])
+                .build()
+                .unwrap();
+            let expected = Schema::builder()
+                .with_fields(vec![
+                    NestedField::required(11, "id", 
Type::Primitive(PrimitiveType::Int)).into(),
+                    NestedField::optional(12, "data", test_type).into(),
+                ])
+                .build()
+                .unwrap();
+
+            let assigned = assign_fresh_ids(schema, &empty_schema(), 
11).unwrap();
+
+            assert_eq!(assigned.as_struct(), expected.as_struct());
+        }
+    }
+
+    #[test]
+    fn 
test_assign_fresh_ids_reuses_full_names_and_assigns_new_ids_in_correct_order() {
+        let base = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(
+                    1,
+                    "nested",
+                    Type::Struct(StructType::new(vec![
+                        NestedField::optional(2, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                    ])),
+                )
+                .into(),
+                NestedField::optional(
+                    3,
+                    "items",
+                    Type::List(ListType::new(
+                        NestedField::list_element(4, 
Type::Primitive(PrimitiveType::String), false)
+                            .into(),
+                    )),
+                )
+                .into(),
+                NestedField::optional(
+                    5,
+                    "properties",
+                    Type::Map(MapType::optional(
+                        6,
+                        Type::Primitive(PrimitiveType::String),
+                        7,
+                        Type::Primitive(PrimitiveType::Long),
+                    )),
+                )
+                .into(),
+                NestedField::required(8, "x", 
Type::Primitive(PrimitiveType::Long)).into(),
+                NestedField::optional(9, "dropped", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+        let replacement = Schema::builder()
+            .with_schema_id(1)
+            .with_identifier_field_ids([18])
+            .with_alias(BiHashMap::from_iter([("a_alias".to_string(), 12)]))
+            .with_fields(vec![
+                NestedField::required(
+                    10,
+                    "nested",
+                    Type::Struct(StructType::new(vec![
+                        NestedField::optional(11, "b", 
Type::Primitive(PrimitiveType::Int)).into(),
+                        NestedField::optional(12, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                    ])),
+                )
+                .into(),
+                NestedField::optional(
+                    13,
+                    "items",
+                    Type::List(ListType::new(
+                        NestedField::list_element(
+                            14,
+                            Type::Primitive(PrimitiveType::String),
+                            false,
+                        )
+                        .into(),
+                    )),
+                )
+                .into(),
+                NestedField::optional(
+                    15,
+                    "properties",
+                    Type::Map(MapType::optional(
+                        16,
+                        Type::Primitive(PrimitiveType::String),
+                        17,
+                        Type::Primitive(PrimitiveType::Long),
+                    )),
+                )
+                .into(),
+                NestedField::required(18, "x", 
Type::Primitive(PrimitiveType::Long)).into(),
+                NestedField::optional(19, "z", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+
+        let assigned = assign_fresh_ids(replacement, &base, 10).unwrap();
+
+        assert_eq!(assigned.field_by_name("nested").unwrap().id, 1);
+        assert_eq!(assigned.field_by_name("nested.a").unwrap().id, 2);
+        assert_eq!(assigned.field_by_name("items").unwrap().id, 3);
+        assert_eq!(assigned.field_by_name("items.element").unwrap().id, 4);
+        assert_eq!(assigned.field_by_name("properties").unwrap().id, 5);
+        assert_eq!(assigned.field_by_name("properties.key").unwrap().id, 6);
+        assert_eq!(assigned.field_by_name("properties.value").unwrap().id, 7);
+        assert_eq!(assigned.field_by_name("x").unwrap().id, 8);
+        assert_eq!(assigned.field_by_name("z").unwrap().id, 10);
+        assert_eq!(assigned.field_by_name("nested.b").unwrap().id, 11);
+        assert_eq!(assigned.identifier_field_ids().collect::<Vec<_>>(), 
vec![8]);
+        assert_eq!(assigned.field_by_alias("a_alias").unwrap().id, 2);
+        assert_eq!(assigned.highest_field_id(), 11);
+    }
+
+    #[test]
+    fn test_assign_fresh_ids_does_not_reuse_dropped_column_ids() {
+        // The table once had ids 1..=5; only 1 and 3 are still present in the 
current schema, so
+        // `highest_field_id()` of 3 would hand a new column the dropped id 4.
+        let base = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(1, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::required(3, "b", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+        let replacement = Schema::builder()
+            .with_fields(vec![
+                NestedField::required(1, "a", 
Type::Primitive(PrimitiveType::Int)).into(),
+                NestedField::optional(2, "fresh", 
Type::Primitive(PrimitiveType::Int)).into(),
+            ])
+            .build()
+            .unwrap();
+
+        let assigned = assign_fresh_ids(replacement, &base, 6).unwrap();

Review Comment:
   This passes for the wrong reason — the name says the function avoids 
dropped-column ids, but the function has no internal guard and the test only 
runs the correct call (`start_from=6`). A companion case with `start_from=4` 
(the naive `highest_field_id()+1` mistake) asserting `fresh` gets id 4 would 
actually demonstrate the hazard and make clear it's the caller's contract, not 
the function's. Same dropped-id gap as the assert thread above.



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