MCPcopy
hub / github.com/mlflow/mlflow

github.com/mlflow/mlflow @42.0+criteo.1583943224 sqlite

repository ↗ · DeepWiki ↗ · release 42.0+criteo.1583943224 ↗
11,038 symbols 32,203 edges 588 files 3,796 documented · 34%

Extension points exported contracts — how you extend this code

MlflowHostCredsProvider (Interface)
Provides a dynamic, refreshable set of MlflowHostCreds. [11 implementers]
mlflow/java/client/src/main/java/org/mlflow/tracking/creds/MlflowHostCredsProvider.java
Predictor (Interface)
A generic predictor object that provides a uniform interface for model inference. By extending {@link org.mlflow.sagemak [27 …
mlflow/java/scoring/src/main/java/org/mlflow/sagemaker/Predictor.java
CreateRegisteredModelOrBuilder (Interface)
(no doc) [18 implementers]
mlflow/java/client/src/main/java/org/mlflow/api/proto/ModelRegistry.java
ResponseOrBuilder (Interface)
(no doc) [16 implementers]
mlflow/java/client/src/main/java/org/mlflow/api/proto/ModelRegistry.java
UpdateRegisteredModelOrBuilder (Interface)
(no doc) [6 implementers]
mlflow/java/client/src/main/java/org/mlflow/api/proto/ModelRegistry.java

Core symbols most depended-on inside this repo

join
called by 740
mlflow/java/scoring/src/main/java/org/mlflow/utils/FileUtils.java
get
called by 530
mlflow/java/client/src/main/java/org/mlflow/tracking/MlflowHttpCaller.java
parseFrom
called by 348
mlflow/java/client/src/main/java/org/mlflow/api/proto/Service.java
mergeFrom
called by 313
mlflow/java/client/src/main/java/org/mlflow/api/proto/Service.java
patch
called by 250
mlflow/java/client/src/main/java/org/mlflow/tracking/MlflowHttpCaller.java
getDefaultInstance
called by 248
mlflow/java/client/src/main/java/org/mlflow/api/proto/Service.java
equals
called by 215
mlflow/java/client/src/main/java/org/mlflow/api/proto/Service.java
build
called by 206
mlflow/java/client/src/main/java/org/mlflow/api/proto/Service.java

Shape

Method 8,029
Function 2,216
Class 614
Route 105
Interface 67
Enum 7

Languages

Java63%
Python31%
TypeScript6%

Modules by API surface

mlflow/java/client/src/main/java/org/mlflow/api/proto/Service.java3,858 symbols
mlflow/java/client/src/main/java/org/mlflow/api/proto/ModelRegistry.java1,977 symbols
mlflow/java/client/src/main/java/com/databricks/api/proto/databricks/Databricks.java505 symbols
mlflow/java/client/src/main/java/org/mlflow/scalapb_interface/Scalapb.java196 symbols
tests/store/tracking/test_sqlalchemy_store.py103 symbols
tests/sagemaker/mock/__init__.py72 symbols
mlflow/store/tracking/file_store.py71 symbols
tests/store/tracking/test_file_store.py68 symbols
mlflow/server/handlers.py62 symbols
tests/azureml/test_image_creation.py56 symbols
mlflow/tensorflow.py55 symbols
mlflow/tracking/client.py49 symbols

Used by 4 indexed graphs manifest dependencies, hub-wide

github.com/QuivrHQ/quivr
github.com/microsoft/qlib
github.com/pathwaycom/pathway
github.com/ray-project/ray

Dependencies from manifests, versioned

com.fasterxml.jackson.core:jackson-annotations2.10.0 · 1×
com.fasterxml.jackson.core:jackson-databind2.10.0 · 1×
com.fasterxml.jackson.dataformat:jackson-dataformat-yaml2.10.0 · 1×
com.google.protobuf:protobuf-java1×
com.google.protobuf:protobuf-java-util1×
commons-io:commons-io2.5 · 1×
javax.annotation:javax.annotation-api1.2 · 1×
junit:junit4.12 · 1×
ml.combust.mleap:mleap-runtime_2.110.10.3 · 1×
ml.combust.mleap:mleap-spark_2.110.10.3 · 1×
org.apache.httpcomponents:httpclient1×
org.apache.maven.plugins:maven-surefire-plugin2.22.0 · 1×

Datastores touched

(mysql)Database · 1 repos
dbnameDatabase · 1 repos
mydbDatabase · 1 repos
mydbDatabase · 1 repos

For agents

$ claude mcp add mlflow \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact