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

repository ↗ · DeepWiki ↗ · release 42.0+criteo.1583943224 ↗ · + Follow

11,038 symbols 32,203 edges 588 files ⚖ Apache-2.0 3,796 documented · 34% 42 cross-repo links ● updated todaymodel-catalog/latest · 2026-04-06★ 27,7011,452 open issues

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⨍ Functions 10,245◇ Types & classes 688↳ Endpoints 105

What it actually does AI analysis from the code graph — generated when you open this

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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

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Core symbols most depended-on inside this repo

↓ 135 filesFileUtils

Utilities for manipulating files and file paths

mlflow/java/scoring/src/main/java/org/mlflow/utils/FileUtils.java

↓ 128 filesMlflowHttpCaller

mlflow/java/client/src/main/java/org/mlflow/tracking/MlflowHttpCaller.java

↓ 54 filesMlflowException

Generic exception thrown to surface failure information about external-facing operations. The error message associated with this …

mlflow/exceptions.py

↓ 53 filesPredictor

A generic predictor object that provides a uniform interface for model inference. By extending org.mlflow.sagemaker.Predictor, …

mlflow/java/scoring/src/main/java/org/mlflow/sagemaker/Predictor.java

↓ 36 files_download_artifact_from_uri

:param artifact_uri: The *absolute* URI of the artifact to download. :param output_path: The local filesystem path to which to …

mlflow/tracking/artifact_utils.py

↓ 35 filesModel

An MLflow Model that can support multiple model flavors. Provides APIs for implementing new Model flavors.

mlflow/models/__init__.py

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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 11 indexed graphs manifest dependencies, hub-wide

github.com/MooreThreads/Moore-AnimateAnyone

github.com/Project-MONAI/MONAI

github.com/QuivrHQ/quivr

github.com/antgroup/echomimic_v2

github.com/fudan-generative-vision/hallo2

github.com/fudan-generative-vision/hallo

github.com/microsoft/fara

github.com/microsoft/qlib

github.com/openreplay/openreplay

github.com/pathwaycom/pathway

… +1 more

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

For agents

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

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

Extension points exported contracts — how you extend this code

Core symbols most depended-on inside this repo

Shape

Languages

Modules by API surface

Used by 11 indexed graphs manifest dependencies, hub-wide

Dependencies from manifests, versioned

Datastores touched

For agents

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