Jina 3.19 Update
Jina is a MLOps framework that empowers anyone to build cross-modal and multi-modal applications on the cloud.
Release Note (3.19.0)
This release contains 3 new features, 4 bug fixes, and 3 documentation improvements.
jina-ai🆕 Features
Jina is now compatible with all versions of DocArray. Unpin version in requirements (#5941)
Jina is now fully compatible with docarray>=0.30, which uncaps the version requirement.
By default, Jina will install the latest DocArray version, however, it remains compatible with the older version. If you still want to use the old version and syntax, manually install docarray<0.30 or pin the requirement in your project.
from docarray import BaseDoc, DocList
from jina import Deployment, Executor, requests
class MyDoc(BaseDoc):
text: str
class MyExec(Executor):
@requests(on='/foo')
def foo(self, docs: DocList[MyDoc], **kwargs):
docs[0].text = 'hello world'
with Deployment().add(uses=MyExec) as d:
docs = d.post(on='/foo', inputs=MyDoc(text='hello'), return_type=DocList[MyDoc])
assert docs[0].text == 'hello world'Use dynamic gateway Hubble image (#5935)
In order to make Flow compatible with both docarray>=0.30 and docarray<0.30 versions, Hubble provides utilities to adapt the jina and docarray versions to the user's system. This also requires that the gateway image used in K8s be rebuilt. To do this, we have created a Hubble image that dynamically adapts to the system's DocArray version. This was necessary to provide support for all DocArray versions.
Add image_pull_secrets argument to Flow to enable pulling from private registry in Kubernetes (#5952)
In order for Kubernetes to pull Docker images from a private registry, users need to create secrets that are passed to the Deployments as ImagePullSecrets.
Jina now provides an image_pull_secrets argument for Deployments and Flows which will make sure that those secrets are used by Kubernetes after applying to_kubernetes_yaml.
from jina import Flow
f = Flow(image_pull_secrets=['regcred']).add()
f.to_kubernetes_yaml(...)🐞 Bug Fixes
Fix validation with default endpoint (#5956)
When using docarray>=0.30, Gateway would not start because an Executor binding to the /default endpoint was connected to another that did not bind to this special endpoint. It considered this to be an incompatible topology.
We have solved this problem and this is now possible:
from jina import Flow, Executor, requests
class Encoder(Executor):
@requests
def encode(**kwargs):
pass
class Indexer(Executor):
@requests('/index')
def index(**kwargs):
pass
@requests('/search')
def search(**kwargs):
pass
f = Flow().add(uses=Encoder).add(uses=Indexer)
with f:
f.block()Apply return_type when return_responses=True (#5949)
When calling client.post with arguments return_type and return_responses=True, the return_type parameter was not properly applied. This is now fixed and when accessing the docs of the Response they will have the expected type.
from jina import Executor, Deployment, requests
from docarray import DocList, BaseDoc
class InputDoc(BaseDoc):
text: str
class OutputDoc(BaseDoc):
len: int
class LenExecutor(Executor):
@requests
def foo(self, docs: DocList[InputDoc], **kwargs) -> DocList[OutputDoc]:
ret = DocList[OutputDoc]()
for doc in docs:
ret.append(OutputDoc(len=len(doc.text)))
return ret
d = Deployment(uses=LenExecutor)
with d:
resp = d.post(
"/",
inputs=InputDoc(text="five"),
return_type=DocList[OutputDoc],
return_responses=True,
)
assert isinstance(resp[0].docs[0], OutputDoc)Fix generator detection (#5947)
Jina wrongly tagged async methods as generators which should be used for single Document streaming. Now this is fixed and async methods can safely be used in Executors with docarray>=0.30.
Fix Flow.plot method (#5934)
The plot method for Flow was producing the broken URL https://mermaid.ink/. This has now been fixed.
📗 Documentation Improvements
- Adapt documentation to focus on new DocArray (#5941)
textnottagin code snippets (#5930)- Changes for the links and hugging face model name (#5955)
🤟 Contributors
We would like to thank all contributors to this release: