Data and AI struggles

1,730 problems · 342 companies

Companies

Apache Iceberg

Open source project45 problems131 posts+2 this week

Problem posts per week

Problem posts per week230 posts, week of Aug 24 to week of Nov 2

Apache Iceberg problems

GitHubData engineering

GitHub tables suffer from small files and skew

5 posts from 5 people on GitHub issues.

+2 this weekSteady · 4d active
Google CloudDevOps and infra

Google Cloud users keep asking for help

Top post: "Validate `Service.status.conditions` like other `metav1.Condition` lists (start with warnings)", one of 30 posts from 28 people on Reddit, GitHub issues, Community forums.

+7 this weekSteady · 26d active
MLOps

ML experiments are hard to reproduce and track

17 posts from 15 people on GitHub issues, Reddit, Hacker News.

+1 this weekFading · 15d active
GitHubData engineering

Migrating to or off GitHub is slow and risky

11 posts from 11 people on GitHub issues, Hacker News.

+1 this weekSteady · 10d active
Apache IcebergData engineering

Apache Iceberg users keep filing bugs

Top post: "ORC: Writer accepts an empty struct that reader cannot bind", one of 11 posts from 10 people on GitHub issues, Reddit.

+1 this weekSteady · 9d active
DevOps and infra

CI builds are slow and tests are flaky

10 posts from 10 people on GitHub issues, Community forums, Mastodon.

+1 this weekSteady · 10d active
Claude CodeData engineering

Claude Code tables suffer from small files and skew

9 posts from 9 people on GitHub issues, Reddit.

+1 this weekSteady · 8d active
GitHubData engineering

Hard to trace lineage and find trusted data in GitHub

7 posts from 7 people on GitHub issues, Reddit.

+1 this weekSteady · 7d active
AWS GlueData engineering

AWS Glue users keep filing bugs

Top post: "Which AWS Glue Schema Registry JAR dependencies are required for Confluent S3 Sink Connector on AWS MSK?", one of 4 posts from 4 people on GitHub issues, Stack Overflow.

+1 this weekSteady · 4d active
BigQueryData engineering

BigQuery users keep asking for help

Top post: "buildable indirect selection drops every test that reads a seed outside the selection", one of 14 posts from 14 people on GitHub issues, Stack Overflow, Reddit.

+0 this weekFading · 12d active
Apache IcebergData engineering

Trouble with Apache Iceberg table

Top post: "Parquet files written with the default CRS are not compatible with Iceberg Java EPSG:4326 table", one of 12 posts from 8 people on GitHub issues.

+0 this weekFading · 6d active
Apache KafkaData engineering

Apache Kafka users keep asking for help

Top post: "How to reference a file inside the current jar to be loaded in a library", one of 11 posts from 11 people on Stack Overflow, GitHub issues, Reddit.

+0 this weekFading · 10d active
Apache IcebergData engineering

Trouble with Apache Iceberg spark

Top post: "Spark: WAP snapshot isolation broken for format-version 3 tables when deletion vectors are used (spark.wap.id)", one of 7 posts from 7 people on GitHub issues.

+0 this weekFading · 7d active
Delta LakeData engineering

Delta Lake users keep filing bugs

Top post: "version.sbt should be updated since 4.4.0 is out", one of 6 posts from 6 people on GitHub issues.

+0 this weekFading · 6d active
Apache IcebergOutages and change

Apache Iceberg upgrades break working setups

6 posts from 5 people on GitHub issues.

+0 this weekFading · 5d active
Apache FlinkData engineering

Apache Flink users keep filing bugs

Top post: "Clarify that write.*.isolation-level properties do not apply to append/INSERT", one of 5 posts from 5 people on GitHub issues, Reddit, Stack Overflow.

+0 this weekFading · 5d active
Data engineering

Debugging orchestration and DAG failures is hard

5 posts from 5 people on GitHub issues.

+0 this weekFading · 5d active
Apache IcebergData engineering

Trouble with Apache Iceberg rest

Top post: "Core: Negative delete-file-references in REST scan response cause IndexOutOfBoundsException", one of 4 posts from 3 people on Reddit, GitHub issues.

+0 this weekFading · 3d active
Apache IcebergDevOps and infra

Apache Iceberg runs out of memory

4 posts from 3 people on GitHub issues.

+0 this weekFading · 4d active
Apache IcebergData engineering

Apache Iceberg schema changes break downstream pipelines

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache IcebergData engineering

Trouble with Apache Iceberg tables

Top post: "Iceberg tables are much slower than MergeTree in the performance tests: subcolumns, sort order, join", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache IcebergData engineering

Bad data slips through Apache Iceberg unnoticed

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache FlinkOutages and change

Apache Flink upgrades break working setups

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache IcebergData engineering

Trouble with Apache Iceberg delete

Top post: "Iceberg DROP PARTITION aborts or republishes parent delete counters after an overwrite snapshot", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache IcebergData engineering

Apache Iceberg connectors and syncs are fragile

3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache KafkaData engineering

Trouble with Apache Kafka connect

Top post: "Kafka connect runtime 1.12.0 Azure Blob writes silently hang due to netty-tcnative/netty-handler", one of 3 posts from 3 people on GitHub issues.

+0 this weekFading · 3d active
Apache FlinkData engineering

Apache Flink connectors and syncs are fragile

2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
Apache IcebergData engineering

Trouble with Apache Iceberg pruning

Top post: "API: Predicate evaluation and file pruning treat -0.0 and 0.0 as different values", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
NVIDIAMLOps

Trouble with NVIDIA split

Top post: "Spark: Expose the effective split target size as a driver metric", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
Claude CodeAI coding

Trouble with Claude Code branch

Top post: "Iceberg: create a branch", one of 2 posts from 2 people on GitHub issues. Unverified.

+0 this weekFading · 2d active
All 45 problems naming Apache Iceberg
About

Problems here are about Apache Iceberg or name it. It is tracked from the product list on the Method page. Website: iceberg.apache.org.