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CAMEL-24337: Add Python 3 language component - #25551

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CAMEL-24337: Add Python 3 language component#25551
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ramu11:CAMEL-24337

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@ramu11

@ramu11 ramu11 commented Aug 19, 2026

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Description

Add a new camel-python3 language component using GraalPy for Python 3 support.

The existing camel-python component remains unchanged.

Changes

  • Add new camel-python3 component based on GraalPy
  • Add Python 3 language DSL and expression support
  • Add Java DSL, YAML DSL, XML model and catalog integration
  • Add generated catalog/model/schema files
  • Add documentation and examples
  • Add comprehensive unit tests

Testing

Tests are included for:

  • Python 3 expression evaluation
  • Java DSL
  • Choice and error handling
  • Resource resolution
  • Security
  • Language endpoint

@ramu11

ramu11 commented Aug 19, 2026

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  1. Default HostAccess / Java interoperability

    • camel-python3 uses a restricted GraalVM HostAccess configuration by default.
    • Python can access body, headers, properties, and exchangeId.
    • exchange, message, and context are not exposed by default.
    • Consequently, Java APIs such as exchange.getExchangeId() are not available by default.
    • This differs from camel-python, where Java interoperability is inherently available through Jython.

    Question: Is this restricted default HostAccess model appropriate for the new camel-python3 component?

  2. Trusted Java access

    • Python3Language.createWithHostAccess() provides an explicit opt-in using HostAccess.ALL.
    • This mode exposes exchange, message, and context, allowing access to their public Java APIs.
    • HostAccess.ALL does not enable allowAllAccess(true), Java class lookup, filesystem I/O, or process creation.

    Question: Is createWithHostAccess() the preferred API for users requiring Java/Camel object access, or would maintainers prefer a different approach?

  3. Compatibility with camel-python

    • camel-python3 is a new language component and does not replace camel-python.
    • The implementation therefore intentionally does not reproduce Jython's unrestricted Java interoperability by default.
    • Instead, it follows a more restrictive GraalVM-oriented model.

    Question: Should camel-python3 prioritize behavioral compatibility with camel-python for Java object access, or is a safer GraalVM-specific default preferable?

  4. Security model and terminology

    • The default configuration is restricted, but it is not a GraalVM SandboxPolicy.
    • Similarly, HostAccess.ALL should not be considered a sandbox.
    • SandboxPolicy.CONSTRAINED was investigated but is not currently enabled because it introduces additional restrictions/requirements that are not necessary for the intended Camel use case.

    Question: Does this security model and terminology align with Camel's expectations for scripting languages?

  5. Live mutable Camel data

    • headers is exposed as a live Java Map; for example:

      python
      headers['foo'] = 'bar'

      directly modifies the Exchange.

    • Java List bodies are also exposed as mutable foreign lists.

    • properties is currently exposed as a snapshot.

    Question: Is exposing mutable headers/body collections through the restricted HostAccess model acceptable, or should these bindings be read-only/copies?

  6. Default bindings

    The proposed default data model is:

    body, headers, properties, exchangeId

    while:

    exchange, message, and context

    are available only through the trusted configuration.

    Question: Does this binding model make sense as the public camel-python3 API?

Maintainer Feedback Requested

I would particularly appreciate maintainer feedback on the HostAccess/default security model and its intentional difference from camel-python.

The existing Jython component provides Java interoperability through the Jython runtime, whereas camel-python3 uses GraalVM HostAccess to establish a more restrictive default model.

Before finalizing the API and documentation, I would like to confirm whether this is the preferred Camel approach, or whether camel-python3 should expose Java/Camel objects by default for compatibility with camel-python.

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🌟 Thank you for your contribution to the Apache Camel project! 🌟
🤖 CI automation will test this PR automatically.

🐫 Apache Camel Committers, please review the following items:

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github-actions Bot commented Aug 19, 2026

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🧪 CI tested the following changed modules:

  • bom/camel-bom
  • catalog/camel-allcomponents
  • catalog/camel-catalog
  • components
  • components/camel-language
  • components/camel-python3
  • core/camel-core-model
  • core/camel-java-io
  • core/camel-main
  • core/camel-xml-io
  • core/camel-yaml-io
  • coverage
  • docs
  • dsl/camel-endpointdsl
  • dsl/camel-yaml-dsl/camel-yaml-dsl-deserializers
  • dsl/camel-yaml-dsl/camel-yaml-dsl
  • parent

ℹ️ Dependent modules were not tested because the total number of affected modules exceeded the threshold (50). Use the test-dependents label to force testing all dependents.

POM dependency changes: targeted tests included

Changed properties: graalpy-version

Modules affected by dependency changes (1)
  • :camel-python3

🔬 Scalpel shadow comparison — Scalpel: 569 tested, 22 compile-only — current: 561 all tested

Maveniverse Scalpel detected 591 affected modules (current approach: 561).

⚠️ Modules only in Scalpel (30)
  • apache-camel
  • camel-allcomponents
  • camel-bom
  • camel-catalog
  • camel-catalog-console
  • camel-catalog-lucene
  • camel-catalog-maven
  • camel-catalog-suggest
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  • camel-csimple-maven-plugin
  • camel-endpointdsl
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  • camel-jbang-core
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  • camel-route-parser
  • camel-yaml-dsl
  • camel-yaml-dsl-deserializers
  • camel-yaml-dsl-maven-plugin
  • coverage
  • docs
  • dummy-component

Changed properties: graalpy-version

Changed managed dependencies: org.apache.camel:camel-python3

Skip-tests mode would test 569 modules (15 direct + 554 downstream), skip tests for 22 (generated code, meta-modules)

Modules Scalpel would test (569)
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Modules with tests skipped (22)
  • apache-camel
  • camel-catalog-console
  • camel-catalog-lucene
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  • camel-catalog-suggest
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  • camel-kamelet-main
  • camel-launcher
  • camel-report-maven-plugin
  • camel-route-parser
  • camel-yaml-dsl-maven-plugin
  • dummy-component

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  • components: 103 test(s) disabled on GitHub Actions
Build reactor — dependencies compiled but only changed modules were tested (591 modules)
  • Camel :: AI :: A2A
  • Camel :: AI :: ChatScript
  • Camel :: AI :: Deep Java Library
  • Camel :: AI :: Docling
  • Camel :: AI :: Hugging Face
  • Camel :: AI :: KServe
  • Camel :: AI :: LangChain4j :: Agent
  • Camel :: AI :: LangChain4j :: Agent :: API
  • Camel :: AI :: LangChain4j :: Chat
  • Camel :: AI :: LangChain4j :: Core
  • Camel :: AI :: LangChain4j :: Embedding
  • Camel :: AI :: LangChain4j :: Embedding Store :: API
  • Camel :: AI :: LangChain4j :: EmbeddingStore
  • Camel :: AI :: LangChain4j :: Tokenizer
  • Camel :: AI :: LangChain4j :: Tools (deprecated)
  • Camel :: AI :: LangChain4j :: Web Search
  • Camel :: AI :: MCP Server
  • Camel :: AI :: MCP Server API
  • Camel :: AI :: Milvus
  • Camel :: AI :: Neo4j
  • Camel :: AI :: Observability
  • Camel :: AI :: Observability API
  • Camel :: AI :: OpenAI
  • Camel :: AI :: PGVector
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⚙️ View full build and test results

@atiaomar1978-hub atiaomar1978-hub left a comment

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Review summary

AI-generated review on behalf of atiaomar1978-hub (Bugbot + manual review)

Impressive addition — GraalPy-based Python 3 is a meaningful upgrade path over legacy Jython (python / 2.7). The security model is thoughtfully designed: default bindings are data-only (body, headers, properties, exchangeId), HostAccess is restricted, and createWithHostAccess() is an explicit trusted opt-in.

Test coverage — strong ✅

Nine test classes (~1,000 lines) cover the areas that matter:

Area Test class
Syntax, types, predicates, concurrency Python3LanguageEvalTest
Security (default + trusted, IO/process/class lookup) Python3LanguageSecurityTest
Syntax vs evaluation exceptions Python3ErrorHandlingTest
Classpath/file resources Python3ResourceTest
SPI + registry override Python3ResolutionTest
Java DSL (setBody, filter, choice) Python3JavaDslTest, Python3ChoiceTest
language:python3: endpoint Python3LanguageEndpointTest
Typed-language compliance Python3LanguageTest

Security tests are particularly thorough — this is the right bar for a scripting language.

Must fix

  1. Documentation — Variables table is misleading — the table lists message, exchange, and context as available bindings, but default Python3Language intentionally does not bind them (they raise NameError). Only createWithHostAccess() exposes them. Please split the table or mark those three as opt-in only.

Suggestions (non-blocking)

  1. materialize() fallback — guest values that are not list/dict/primitive fall through to value.as(Object.class) (Python3Language.java:320), which may yield Polyglot proxies unusable after Context#close(). Either materialize sets/tuples explicitly, document the limitation, or add a test asserting behaviour for {1, 2} / custom objects.

  2. CI note — latest full build failed on unrelated camel-pqc surefire, not camel-python3. The targeted build check passed. Worth re-running / confirming green before merge.

Verdict

Request changes for the docs fix. Test coverage and security posture are merge-ready otherwise.


Review performed with code inspection and Bugbot. Does not replace specialized tools (CodeRabbit, Sourcery, SonarCloud).

|headers |Map |the message headers
|properties |Map |the exchange properties
|exchangeId |String |the exchange id
|message |Message |the message

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Blocking — variables table contradicts default behaviour

This table lists message, exchange, and context as available variables, but default Python3Language intentionally does not bind them — scripts get NameError (see Python3LanguageSecurityTest.defaultDoesNotBindExchangeMessageOrContext).

Only a registry-installed Python3Language.createWithHostAccess() instance exposes those three.

Please either:

  • remove them from the default table and document them under the trusted/host-access section, or
  • add a column such as "Default / opt-in" marking message / exchange / context as opt-in only.

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Documentation updated to clearly distinguish the default bindings from the createWithHostAccess() trusted-mode bindings. message, exchange, and context are now documented as opt-in only.

.isEqualTo(exchange.getExchangeId());
}

@Test

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Excellent security test coverage

This is exactly the test matrix a scripting language needs: default data bindings work, Camel host objects are unbound, Java method invocation is denied, class lookup/IO/process creation blocked, and trusted mode is verified separately without widening the sandbox.

Strong work — sets the bar for the component.

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Thank you very much

}
return map;
}
return value.as(Object.class);

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Suggestion — guest object materialization

materialize copies lists/dicts/primitives into plain Java types (well tested in Python3LanguageEvalTest), but other guest values fall through to value.as(Object.class) here. Python set / custom objects may remain Polyglot-backed and fail after Context#close().

Consider materializing sets (or documenting the limitation) and adding a test for {1, 2} / tuple returns.

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Implemented. Python sets/frozensets and tuples are now materialized into ordinary Java collections before the GraalPy context closes, including nested values. Added coverage for set, tuple, and nested set/tuple results. Custom guest objects remain unchanged. All 43 tests pass.

* {@code allowIO}, or {@code allowCreateProcess}. {@code HostAccess.ALL} (trusted mode) only unlocks public members
* of already-bound host objects; it is not a sandbox and does not grant class lookup or IO.
*/
public static Context newContext(Engine engine, HostAccess hostAccess) {

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Good security defaults

No allowAllAccess, no allowHostClassLookup, no allowIO, no allowCreateProcess, PolyglotAccess.NONE — paired with map/list-only HostAccess in default mode. Matches Camel's trust model for scripting languages.

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Thanks for confirming. We’ll keep these restrictive defaults and the current trusted-mode separation.

@atiaomar1978-hub

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Review complete — test coverage assessment

AI-generated on behalf of atiaomar1978-hub

Verdict: Request changes (docs fix required; tests are strong)

Test coverage score: 8.5 / 10

Bugbot found no critical security bugs. The test suite is one of the better scripting-language additions I've seen in Camel:

  • ✅ Default vs trusted security modes
  • ✅ IO / process / class-lookup denial
  • ✅ Syntax vs evaluation error classification
  • ✅ List/dict materialization after context close
  • ✅ Concurrent evaluation (64 threads)
  • ✅ Resource loading (classpath + file)
  • ✅ Java DSL + language:python3: endpoint + choice/filter routes
  • ✅ Typed-language SPI compliance

Gaps (non-blocking): Python set/tuple/custom-object return values; YAML DSL route smoke test.

Blocking: Variables table in python3-language.adoc lists exchange/message/context as available but default mode doesn't bind them.

Thanks @ramu11 — GraalPy is a great direction for Python 3 support. Fix the docs table and this is ready from a testing/security standpoint.

Comment thread parent/pom.xml
<google-cloud-texttospeech-version>2.96.0</google-cloud-texttospeech-version>
<google-genai-version>1.65.0</google-genai-version>
<graaljs-version>25.2.4</graaljs-version>
<graalpy-version>25.2.4</graalpy-version>

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Instead of introducing a new version property, it might be better to rename <graaljs-version> to <graalvm-version> and use that. I don't think we'd ever need different versions of GraalJs and GraalPy. They should always be aligned.

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