|
| 1 | +--- |
| 2 | +title: 'This Week in Databend #72' |
| 3 | +date: 2022-12-14 |
| 4 | +slug: 2022-12-14-databend-weekly |
| 5 | +tags: [databend, weekly] |
| 6 | +authors: |
| 7 | +- name: PsiACE |
| 8 | + url: https://github.com/psiace |
| 9 | + image_url: https://github.com/psiace.png |
| 10 | +--- |
| 11 | + |
| 12 | +[Databend](https://github.com/datafuselabs/databend) is a powerful cloud data warehouse. Built for elasticity and efficiency. Free and open. Also available in the cloud: <https://app.databend.com> . |
| 13 | + |
| 14 | +## What's New |
| 15 | + |
| 16 | +Check out what we've done this week to make Databend even better for you. |
| 17 | + |
| 18 | +### Features & Improvements :sparkles: |
| 19 | + |
| 20 | +**Multiple Catalogs** |
| 21 | + |
| 22 | +- extends show databases SQL ([#9152](https://github.com/datafuselabs/databend/pull/9152)) |
| 23 | + |
| 24 | +**Stage** |
| 25 | + |
| 26 | +- support select from URI ([#9247](https://github.com/datafuselabs/databend/pull/9247)) |
| 27 | + |
| 28 | +**Streaming Load** |
| 29 | + |
| 30 | +- support `file_format` syntax in streaming load insert sql ([#9063](https://github.com/datafuselabs/databend/pull/9063)) |
| 31 | + |
| 32 | +**Planner** |
| 33 | + |
| 34 | +- push down `limit` to `union` ([#9210](https://github.com/datafuselabs/databend/pull/9210)) |
| 35 | + |
| 36 | +**Query** |
| 37 | + |
| 38 | +- use `analyze table` instead of `optimize table statistic` ([#9143](https://github.com/datafuselabs/databend/pull/9143)) |
| 39 | +- fast parse insert values ([#9214](https://github.com/datafuselabs/databend/pull/9214)) |
| 40 | + |
| 41 | +**Storage** |
| 42 | + |
| 43 | +- use distinct count calculated by the xor hash function ([#9159](https://github.com/datafuselabs/databend/pull/9159)) |
| 44 | +- `read_parquet` read meta before read data ([#9154](https://github.com/datafuselabs/databend/pull/9154)) |
| 45 | +- push down filter to parquet reader ([#9199](https://github.com/datafuselabs/databend/pull/9199)) |
| 46 | +- prune row groups before reading ([#9228](https://github.com/datafuselabs/databend/pull/9228)) |
| 47 | + |
| 48 | +**Open Sharing** |
| 49 | + |
| 50 | +- add prototype open sharing and add sharing stateful tests ([#9177](https://github.com/datafuselabs/databend/pull/9177)) |
| 51 | + |
| 52 | +### Code Refactoring :tada: |
| 53 | + |
| 54 | +**\*** |
| 55 | + |
| 56 | +- simplify the global data registry logic ([#9187](https://github.com/datafuselabs/databend/pull/9187)) |
| 57 | + |
| 58 | +**Storage** |
| 59 | + |
| 60 | +- refactor deletion ([#8824](https://github.com/datafuselabs/databend/pull/8824)) |
| 61 | + |
| 62 | +### Build/Testing/CI Infra Changes :electric_plug: |
| 63 | + |
| 64 | +- release databend deb package and databend with hive ([#9138](https://github.com/datafuselabs/databend/pull/9138), [#9241](https://github.com/datafuselabs/databend/pull/9241), etc.) |
| 65 | + |
| 66 | +### Bug Fixes :wrench: |
| 67 | + |
| 68 | +**Format** |
| 69 | + |
| 70 | +- support ASCII control code hex as format field delimiter ([#9160](https://github.com/datafuselabs/databend/pull/9160)) |
| 71 | + |
| 72 | +**Planner** |
| 73 | + |
| 74 | +- prewhere_column empty and predicate is not const will return empty ([#9116](https://github.com/datafuselabs/databend/pull/9116)) |
| 75 | +- don't push down topk to Merge when it's child is Aggregate ([#9183](https://github.com/datafuselabs/databend/pull/9183)) |
| 76 | +- fix nullable column validity not equal ([#9220](https://github.com/datafuselabs/databend/pull/9220)) |
| 77 | + |
| 78 | +**Query** |
| 79 | + |
| 80 | +- address unit test hang on test_insert ([#9242](https://github.com/datafuselabs/databend/pull/9242)) |
| 81 | + |
| 82 | +**Storage** |
| 83 | + |
| 84 | +- too many io requests for read blocks during compact ([#9128](https://github.com/datafuselabs/databend/pull/9128)) |
| 85 | +- collect orphan snapshots ([#9108](https://github.com/datafuselabs/databend/pull/9108)) |
| 86 | + |
| 87 | +## What's On In Databend |
| 88 | + |
| 89 | +Stay connected with the latest news about Databend. |
| 90 | + |
| 91 | +#### Breaking Change: Unified File Format Options |
| 92 | + |
| 93 | +To simplify, we're rolling out a set of unified file format options as follows for the COPY INTO command, the Streaming Load API, and all the other cases where users need to describe their file formats: |
| 94 | + |
| 95 | +```sql |
| 96 | +[ FILE_FORMAT = ( TYPE = { CSV | TSV | NDJSON | PARQUET | XML} [ formatTypeOptions ] ) ] |
| 97 | +``` |
| 98 | + |
| 99 | +- Please note that the current format options starting with `format_*` will be deprecated. |
| 100 | +- `... FORMAT CSV ...` will still be accepted by the ClickHouse handler. |
| 101 | +- Support for customized formats created by `CREATE FILE FORMAT ...` will be added in a future release: `... FILE_FORMAT = (format_name = 'MyCustomCSV') ....` . |
| 102 | + |
| 103 | +**Learn More** |
| 104 | + |
| 105 | +- [Issue | unify format options and remove format_ settings](https://github.com/datafuselabs/databend/issues/8995) |
| 106 | +- [PR | support file_format syntax in streaming load insert sql](https://github.com/datafuselabs/databend/pull/9063) |
| 107 | + |
| 108 | +#### Open Sharing |
| 109 | + |
| 110 | +Open Sharing is a simple and secure data-sharing protocol designed for databend-query nodes running in a multi-cloud environment. |
| 111 | + |
| 112 | +- **Simple & Free**: Open Sharing is open-source and basically a RESTful API implementation. |
| 113 | +- **Secure**: Open Sharing verifies incoming requesters' identities and access permissions, and provides an audit log. |
| 114 | +- **Multi-Cloud**: Open Sharing supports a variety of public cloud platforms, including AWS, Azure, GCP, etc. |
| 115 | + |
| 116 | +**Learn More** |
| 117 | + |
| 118 | +- [Docs | Open Sharing](https://github.com/datafuselabs/databend/blob/main/src/query/sharing-endpoint/README.md) |
| 119 | +- [PR | add prototype open sharing and add sharing stateful tests](https://github.com/datafuselabs/databend/pull/9177) |
| 120 | + |
| 121 | +## What's Up Next |
| 122 | + |
| 123 | +We're always open to cutting-edge technologies and innovative ideas. You're more than welcome to join the community and bring them to Databend. |
| 124 | + |
| 125 | +#### Refactoring Stage-Related Tests |
| 126 | + |
| 127 | +We're about to run stage-related tests again using the Streaming Load API to move files to a stage instead of an AWS command like this: |
| 128 | + |
| 129 | +```bash |
| 130 | +aws --endpoint-url ${STORAGE_S3_ENDPOINT_URL} s3 cp s3://testbucket/admin/data/ontime_200.csv s3://testbucket/admin/stage/internal/s1/ontime_200.csv >/dev/null 2>&1 |
| 131 | +``` |
| 132 | + |
| 133 | +This is because Databend users do not need to take care of, or do not even know the stage paths that the AWS command requires. |
| 134 | + |
| 135 | +[Issue 8528: refactor stage related tests](https://github.com/datafuselabs/databend/issues/8528) |
| 136 | + |
| 137 | +Please let us know if you're interested in contributing to this issue, or pick up a good first issue at <https://link.databend.rs/i-m-feeling-lucky> to get started. |
| 138 | + |
| 139 | +## Changelog |
| 140 | + |
| 141 | +You can check the changelog of Databend Nightly for details about our latest developments. |
| 142 | + |
| 143 | +- [v0.8.152-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.152-nightly) |
| 144 | +- [v0.8.151-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.151-nightly) |
| 145 | +- [v0.8.150-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.150-nightly) |
| 146 | +- [v0.8.149-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.149-nightly) |
| 147 | +- [v0.8.148-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.148-nightly) |
| 148 | +- [v0.8.147-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.147-nightly) |
| 149 | +- [v0.8.146-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.146-nightly) |
| 150 | +- [v0.8.145-nightly](https://github.com/datafuselabs/databend/releases/tag/v0.8.145-nightly) |
| 151 | + |
| 152 | +## Contributors |
| 153 | + |
| 154 | +Thanks a lot to the contributors for their excellent work this week. |
| 155 | + |
| 156 | +[<img alt="ariesdevil" src="https://avatars.githubusercontent.com/u/7812909?v=4&s=117" width="117" />](https://github.com/ariesdevil) |[<img alt="b41sh" src="https://avatars.githubusercontent.com/u/1070352?v=4&s=117" width="117" />](https://github.com/b41sh) |[<img alt="BohuTANG" src="https://avatars.githubusercontent.com/u/172204?v=4&s=117" width="117" />](https://github.com/BohuTANG) |[<img alt="Chasen-Zhang" src="https://avatars.githubusercontent.com/u/15354455?v=4&s=117" width="117" />](https://github.com/Chasen-Zhang) |[<img alt="ClSlaid" src="https://avatars.githubusercontent.com/u/44747719?v=4&s=117" width="117" />](https://github.com/ClSlaid) |[<img alt="dantengsky" src="https://avatars.githubusercontent.com/u/22081156?v=4&s=117" width="117" />](https://github.com/dantengsky) | |
| 157 | +:---: |:---: |:---: |:---: |:---: |:---: | |
| 158 | +[ariesdevil](https://github.com/ariesdevil) |[b41sh](https://github.com/b41sh) |[BohuTANG](https://github.com/BohuTANG) |[Chasen-Zhang](https://github.com/Chasen-Zhang) |[ClSlaid](https://github.com/ClSlaid) |[dantengsky](https://github.com/dantengsky) | |
| 159 | + |
| 160 | +[<img alt="drmingdrmer" src="https://avatars.githubusercontent.com/u/44069?v=4&s=117" width="117" />](https://github.com/drmingdrmer) |[<img alt="hantmac" src="https://avatars.githubusercontent.com/u/7600925?v=4&s=117" width="117" />](https://github.com/hantmac) |[<img alt="lichuang" src="https://avatars.githubusercontent.com/u/1998569?v=4&s=117" width="117" />](https://github.com/lichuang) |[<img alt="mergify[bot]" src="https://avatars.githubusercontent.com/in/10562?v=4&s=117" width="117" />](https://github.com/apps/mergify) |[<img alt="PsiACE" src="https://avatars.githubusercontent.com/u/36896360?v=4&s=117" width="117" />](https://github.com/PsiACE) |[<img alt="RinChanNOWWW" src="https://avatars.githubusercontent.com/u/33975039?v=4&s=117" width="117" />](https://github.com/RinChanNOWWW) | |
| 161 | +:---: |:---: |:---: |:---: |:---: |:---: | |
| 162 | +[drmingdrmer](https://github.com/drmingdrmer) |[hantmac](https://github.com/hantmac) |[lichuang](https://github.com/lichuang) |[mergify[bot]](https://github.com/apps/mergify) |[PsiACE](https://github.com/PsiACE) |[RinChanNOWWW](https://github.com/RinChanNOWWW) | |
| 163 | + |
| 164 | +[<img alt="soyeric128" src="https://avatars.githubusercontent.com/u/106025534?v=4&s=117" width="117" />](https://github.com/soyeric128) |[<img alt="sundy-li" src="https://avatars.githubusercontent.com/u/3325189?v=4&s=117" width="117" />](https://github.com/sundy-li) |[<img alt="wubx" src="https://avatars.githubusercontent.com/u/320680?v=4&s=117" width="117" />](https://github.com/wubx) |[<img alt="Xuanwo" src="https://avatars.githubusercontent.com/u/5351546?v=4&s=117" width="117" />](https://github.com/Xuanwo) |[<img alt="xudong963" src="https://avatars.githubusercontent.com/u/41979257?v=4&s=117" width="117" />](https://github.com/xudong963) |[<img alt="youngsofun" src="https://avatars.githubusercontent.com/u/5782159?v=4&s=117" width="117" />](https://github.com/youngsofun) | |
| 165 | +:---: |:---: |:---: |:---: |:---: |:---: | |
| 166 | +[soyeric128](https://github.com/soyeric128) |[sundy-li](https://github.com/sundy-li) |[wubx](https://github.com/wubx) |[Xuanwo](https://github.com/Xuanwo) |[xudong963](https://github.com/xudong963) |[youngsofun](https://github.com/youngsofun) | |
| 167 | + |
| 168 | +[<img alt="ZhiHanZ" src="https://avatars.githubusercontent.com/u/25170437?v=4&s=117" width="117" />](https://github.com/ZhiHanZ) |[<img alt="zhyass" src="https://avatars.githubusercontent.com/u/34016424?v=4&s=117" width="117" />](https://github.com/zhyass) |[<img alt="zzzdong" src="https://avatars.githubusercontent.com/u/5125482?v=4&s=117" width="117" />](https://github.com/zzzdong) | |
| 169 | +:---: |:---: |:---: | |
| 170 | +[ZhiHanZ](https://github.com/ZhiHanZ) |[zhyass](https://github.com/zhyass) |[zzzdong](https://github.com/zzzdong) | |
| 171 | + |
| 172 | +## Connect With Us |
| 173 | + |
| 174 | +We'd love to hear from you. Feel free to run the code and see if Databend works for you. Submit an issue with your problem if you need help. |
| 175 | + |
| 176 | +[DatafuseLabs Community](https://github.com/datafuselabs/) is open to everyone who loves data warehouses. Please join the community and share your thoughts. |
| 177 | + |
| 178 | +- [Databend Official Website](https://databend.rs) |
| 179 | +- [GitHub Discussions](https://github.com/datafuselabs/databend/discussions) (Feature requests, bug reports, and contributions) |
| 180 | +- [Twitter](https://twitter.com/Datafuse_Labs) (Stay in the know) |
| 181 | +- [Slack Channel](https://link.databend.rs/join-slack) (Chat with the community) |
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