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1 | 1 | # Roadmap |
2 | 2 |
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| 3 | + |
| 4 | + |
3 | 5 | The list below contains the functionality that contributors are planning to develop for Feast |
4 | 6 |
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5 | | -* Items below that are in development \(or planned for development\) will be indicated in parentheses. |
| 7 | +* Items below that are in development (or planned for development) will be indicated in parentheses. |
6 | 8 | * We welcome contribution to all items in the roadmap! |
7 | | -* Want to influence our roadmap and prioritization? Submit your feedback to [this form](https://docs.google.com/forms/d/e/1FAIpQLSfa1nRQ0sKz-JEFnMMCi4Jseag_yDssO_3nV9qMfxfrkil-wA/viewform). |
| 9 | +* Want to influence our roadmap and prioritization? Submit your feedback to [this form](https://docs.google.com/forms/d/e/1FAIpQLSfa1nRQ0sKz-JEFnMMCi4Jseag_yDssO\_3nV9qMfxfrkil-wA/viewform). |
8 | 10 | * Want to speak to a Feast contributor? We are more than happy to jump on a call. Please schedule a time using [Calendly](https://calendly.com/d/x2ry-g5bb/meet-with-feast-team). |
9 | 11 |
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10 | 12 |
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11 | 13 |
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12 | | -* **Data Sources** |
13 | | - * [x] [Redshift source](https://docs.feast.dev/reference/data-sources/redshift) |
14 | | - * [x] [BigQuery source](https://docs.feast.dev/reference/data-sources/bigquery) |
15 | | - * [x] [Parquet file source](https://docs.feast.dev/reference/data-sources/file) |
16 | | - * [ ] Kafka source \(Planned for Q4 2021\) |
17 | | - * [ ] HTTP source |
18 | | - * [ ] Snowflake source |
19 | | - * [ ] Synapse source |
| 14 | +* **Data Sources** |
| 15 | + |
| 16 | + * [x] [Redshift source](https://docs.feast.dev/reference/data-sources/redshift) |
| 17 | + * [x] [BigQuery source](https://docs.feast.dev/reference/data-sources/bigquery) |
| 18 | + * [x] [Parquet file source](https://docs.feast.dev/reference/data-sources/file) |
| 19 | + * [ ] Kafka source (Planned for Q4 2021) |
| 20 | + * [ ] Synapse source (Planned for Q4 2021) |
| 21 | + * [ ] Snowflake source (Planned for Q4 2021) |
| 22 | + * [ ] HTTP source |
| 23 | + |
| 24 | + |
20 | 25 | * **Offline Stores** |
21 | 26 | * [x] [Redshift](https://docs.feast.dev/reference/offline-stores/redshift) |
22 | 27 | * [x] [BigQuery](https://docs.feast.dev/reference/offline-stores/bigquery) |
23 | 28 | * [x] [In-memory / Pandas](https://docs.feast.dev/reference/offline-stores/file) |
24 | 29 | * [x] [Custom offline store support](https://docs.feast.dev/how-to-guides/adding-a-new-offline-store) |
25 | | - * [x] [Hive \(community maintained\)](https://github.com/baineng/feast-hive) |
26 | | - * [ ] Snowflake |
27 | | - * [ ] Synapse |
| 30 | + * [x] [Hive (community maintained)](https://github.com/baineng/feast-hive) |
| 31 | + * [x] [Postgres (community maintained)](https://github.com/nossrannug/feast-postgres) |
| 32 | + * [ ] Snowflake (Planned for Q4 2021) |
| 33 | + * [ ] Synapse (Planned for Q4 2021)\ |
| 34 | + |
28 | 35 | * **Online Stores** |
29 | 36 | * [x] [DynamoDB](https://docs.feast.dev/reference/online-stores/dynamodb) |
30 | 37 | * [x] [Redis](https://docs.feast.dev/reference/online-stores/redis) |
31 | 38 | * [x] [Datastore](https://docs.feast.dev/reference/online-stores/datastore) |
32 | 39 | * [x] [SQLite](https://docs.feast.dev/reference/online-stores/sqlite) |
33 | 40 | * [x] [Custom online store support](https://docs.feast.dev/how-to-guides/adding-support-for-a-new-online-store) |
34 | | - * [ ] Postgres |
| 41 | + * [x] [Postgres (community maintained)](https://github.com/nossrannug/feast-postgres) |
35 | 42 | * [ ] Bigtable |
36 | | - * [ ] Cassandra |
| 43 | + * [ ] Cassandra\ |
| 44 | + |
37 | 45 | * **Streaming** |
38 | | - * [ ] [Custom streaming ingestion job support](https://docs.feast.dev/how-to-guides/creating-a-custom-provider) |
39 | | - * [ ] Streaming ingestion on AWS \(Planned for Q4 2021\) |
40 | | - * [ ] Streaming ingestion on GCP |
| 46 | + * [x] [Custom streaming ingestion job support](https://docs.feast.dev/how-to-guides/creating-a-custom-provider) |
| 47 | + * [ ] Streaming ingestion on AWS (Planned for Q4 2021) |
| 48 | + * [ ] Streaming ingestion on GCP\ |
| 49 | + |
41 | 50 | * **Feature Engineering** |
42 | | - * [ ] On-demand Transformations \(Development in progress. See [RFC](https://docs.google.com/document/d/1lgfIw0Drc65LpaxbUu49RCeJgMew547meSJttnUqz7c/edit#)\) |
43 | | - * [ ] Batch transformation \(SQL\) |
44 | | - * [ ] Streaming transformation |
| 51 | + * [x] On-demand Transformations (Alpha release. See [RFC](https://docs.google.com/document/d/1lgfIw0Drc65LpaxbUu49RCeJgMew547meSJttnUqz7c/edit#)) |
| 52 | + * [ ] Batch transformation (SQL) |
| 53 | + * [ ] Streaming transformation\ |
| 54 | + |
45 | 55 | * **Deployments** |
46 | | - * [ ] AWS Lambda \(Development in progress. See [RFC](https://docs.google.com/document/d/1eZWKWzfBif66LDN32IajpaG-j82LSHCCOzY6R7Ax7MI/edit)\) |
| 56 | + * [x] AWS Lambda (Alpha release. See [RFC](https://docs.google.com/document/d/1eZWKWzfBif66LDN32IajpaG-j82LSHCCOzY6R7Ax7MI/edit)) |
47 | 57 | * [ ] Cloud Run |
48 | 58 | * [ ] Kubernetes |
49 | | - * [ ] KNative |
| 59 | + * [ ] KNative\ |
| 60 | + |
50 | 61 | * **Feature Serving** |
51 | 62 | * [x] Python Client |
52 | | - * [ ] REST Feature Server \(Python\) \(Development in progress. See [RFC](https://docs.google.com/document/d/1iXvFhAsJ5jgAhPOpTdB3j-Wj1S9x3Ev_Wr6ZpnLzER4/edit)\) |
53 | | - * [ ] gRPC Feature Server \(Java\) \(See [\#1497](https://github.com/feast-dev/feast/issues/1497)\) |
| 63 | + * [x] REST Feature Server (Python) (Alpha release. See [RFC](https://docs.google.com/document/d/1iXvFhAsJ5jgAhPOpTdB3j-Wj1S9x3Ev_Wr6ZpnLzER4/edit)) |
| 64 | + * [x] gRPC Feature Server (Java) (See [#1497](https://github.com/feast-dev/feast/issues/1497)) |
54 | 65 | * [ ] Java Client |
55 | 66 | * [ ] Go Client |
56 | 67 | * [ ] Push API |
57 | 68 | * [ ] Delete API |
58 | | - * [ ] Feature Logging \(for training\) |
| 69 | + * [ ] Feature Logging (for training)\ |
| 70 | + |
59 | 71 | * **Data Quality Management** |
60 | | - * [ ] Data profiling and validation \(Great Expectations\) \(Planned for Q4 2021\) |
| 72 | + * [ ] Data profiling and validation (Great Expectations) (Planned for Q4 2021) |
61 | 73 | * [ ] Metric production |
62 | 74 | * [ ] Training-serving skew detection |
63 | 75 | * [ ] Drift detection |
64 | | - * [ ] Alerting |
| 76 | + * [ ] Alerting\ |
| 77 | + |
65 | 78 | * **Feature Discovery and Governance** |
66 | 79 | * [x] Python SDK for browsing feature registry |
67 | 80 | * [x] CLI for browsing feature registry |
68 | | - * [x] Model-centric feature tracking \(feature services\) |
| 81 | + * [x] Model-centric feature tracking (feature services) |
69 | 82 | * [ ] REST API for browsing feature registry |
70 | | - * [ ] Feast Web UI \(Planned for Q4 2021\) |
| 83 | + * [ ] Feast Web UI (Planned for Q4 2021) |
71 | 84 | * [ ] Feature versioning |
72 | 85 | * [ ] Amundsen integration |
73 | | - |
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