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Apache PyIceberg

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### Apache Iceberg version 0.6.1 ### Please describe the bug 🐞 while writing dataframe to iceberg through tbl.append(df), there happens to be a schema validation of table schema & df...

### Feature Request / Improvement Some features that users expect from an Iceberg Client (like https://github.com/apache/iceberg-python/issues/1084) are not yet implemented in PyIceberg, leading to much wasted time from our users....

### Feature Request / Improvement Within Iceberg, when a commit fails because of a concurrent operation, we can retry the operation by loading the latest version of the snapshot, and...

### Feature Request / Improvement We'd like to support writes to Bucket partitioned tables by leveraging pyiceberg_core package of iceberg-rust. - [x] Expose Bucket Transform through PyO3 on pyiceberg_core (https://github.com/apache/iceberg-rust/pull/556)...

### Feature Request / Improvement Similar to Java, support the publication of ScanReport and CommitReport to the Rest Catalog: [Metrics Endpoint Spec](https://github.com/apache/iceberg/blob/main/open-api/rest-catalog-open-api.yaml#L904)

### Feature Request / Improvement Currently, we rely on the informal naming conventions (with or without underscore) to distinguish between a public or private API. It will be helpful to...

### Feature Request / Improvement Would be great to have a benchmark to detect regression in the CI. I think this can be part of the integration tests, where we...

### Feature Request / Improvement Similar to Spark, we would like to implement Merge-on-Read mode of deleting, by creating delete files that encode position and equality delete markers that can...

Tracks the progress of the V3 implementation - [ ] New DataTypes - [x] **UnknownType**: Added in https://github.com/apache/iceberg-python/pull/1681 - [x] **Timestamp(Tz)NanoType**: Introduced in https://github.com/apache/iceberg-python/pull/1632 - [ ] **VariantType**: https://github.com/apache/iceberg-python/issues/1819 -...

V3

Closes #1200 # Rationale for this change Ability to do more table maintenance from pyiceberg (iceberg-python?) # Are these changes tested? Added a test! # Are there any user-facing changes?...