activeloopai / activeloopai/deeplake

[BUG] Read-Only Vectorstore with GCS persistence goes stale

Abierto
#2,612 7 comentarios 0 reacciones 1 asignado Reclamado por @adolkhan Ver en GitHub
bug
Lenguaje dominante
C++
Estrellas
9.2k
Forks
722
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

### Severity

P0 - Critical breaking issue or missing functionality

### Current Behavior

When running the Deeplake Vectorstore with a GCS path, any changes and commits made by a separate Deeplake instance on the same GCS path does not get picked up by the already running Deeplake Vectorstore instance.

### Steps to Reproduce

1. Run a Deeplake Vectorstore with a Google cloud storage path in read-only mode
2. Run a separate Deeplake Vectorstore with the same GCS path and push some new data to the Vectorstore
3. Perform a search with the first Deeplake Vectorstore instance and see if the new data is reflected. The new data typically does not get reflected.

### Expected/Desired Behavior

A Deeplake Vectorstore with cloud persistence should periodically pick up and pull any changes made to the peristed data by another vectorstore instance.

Alternatively, provide a refresh method to trigger any Deeplake Vectorstore to refresh its data from cloud persistence.

### Python Version

_No response_

### OS

_No response_

### IDE

_No response_

### Packages

_No response_

### Additional Context

_No response_

### Possible Solution

_No response_

### Are you willing to submit a PR?

- [ ] I'm willing to submit a PR (Thank you!)

Guía de contribución

Abrir la guía de contribución

Evaluación

Este issue todavía no se ha evaluado.

Recibe los nuevos issues en tu correo

Un resumen breve de issues de GitHub para principiantes.