Comprehend code
io.moderne.knowledge.ComprehendCode
Use LLMs to add inferred knowledge to the code.
Recipe source
This recipe is only available to users of Moderne.
This recipe is available under the Moderne Proprietary License.
Usage
This recipe has no required configuration options. Users of Moderne can run it via the Moderne CLI:
- Moderne CLI
You will need to have configured the Moderne CLI on your machine before you can run the following command.
mod run . --recipe ComprehendCode
If the recipe is not available locally, then you can install it using:
mod config recipes jar install org.openrewrite.recipe:rewrite-comprehension:0.6.0
See how this recipe works across multiple open-source repositories
Run this recipe on OSS repos at scale with the Moderne SaaS.
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Please contact Moderne for more information about safely running the recipes on your own codebase in a private SaaS.
Data Tables
- ClassDescriptions
- MethodDescriptions
- SourcesFileResults
- SourcesFileErrors
- RecipeRunStats
Class descriptions written by an LLM
io.moderne.knowledge.table.ClassDescriptions
The inferred knowledge about classes in the codebase, as provided by an LLM.
| Column Name | Description |
|---|---|
| Class name | The fully qualified name of the class |
| Time to infer | The time taken by the LLM to infer the knowledge, in milliseconds. |
| Description | The description of the inferred knowledge, as provided by the LLM. |
| Responsibility | The responsibility of the class, as inferred by the LLM. |
| Pattern in use 1 | An architectural pattern in use in the class. |
| Pattern in use 2 | An architectural pattern in use in the class. |
| Pattern in use 3 | An architectural pattern in use in the class. |
Method descriptions written by an LLM
io.moderne.knowledge.table.MethodDescriptions
The inferred knowledge about methods in the codebase, as provided by an LLM.
| Column Name | Description |
|---|---|
| Class name | The fully qualified name of the class |
| Method signature | The code element at which the knowledge is inferred. |
| Number of Characters | The number of characters in the method. |
| Time to infer | The time taken by the LLM to infer the knowledge, in milliseconds. |
| Time to get API examples | The time taken by tool to get API examples. |
| Description | The description of the inferred knowledge, as provided by the LLM. |
| Return type description | What is contained in the returned type. |
| Technology in use 1 | A technique in use in the method. |
| Technology in use 2 | A technique in use in the method. |
| Technology in use 3 | A technique in use in the method. |
| Examples | API examples of the methods in the codebase with the number of occurrences. |
| Examples of unit tests | Examples of the method declaration being used in the unit test. |
Source files that had results
org.openrewrite.table.SourcesFileResults
Source files that were modified by the recipe run.
| Column Name | Description |
|---|---|
| Source path before the run | The source path of the file before the run. null when a source file was created during the run. |
| Source path after the run | A recipe may modify the source path. This is the path after the run. null when a source file was deleted during the run. |
| Parent of the recipe that made changes | In a hierarchical recipe, the parent of the recipe that made a change. Empty if this is the root of a hierarchy or if the recipe is not hierarchical at all. |
| Recipe that made changes | The specific recipe that made a change. |
| Estimated time saving | An estimated effort that a developer to fix manually instead of using this recipe, in unit of seconds. |
| Cycle | The recipe cycle in which the change was made. |
Source files that errored on a recipe
org.openrewrite.table.SourcesFileErrors
The details of all errors produced by a recipe run.
| Column Name | Description |
|---|---|
| Source path | The file that failed to parse. |
| Recipe that made changes | The specific recipe that made a change. |
| Stack trace | The stack trace of the failure. |
Recipe performance
org.openrewrite.table.RecipeRunStats
Statistics used in analyzing the performance of recipes.
| Column Name | Description |
|---|---|
| The recipe | The recipe whose stats are being measured both individually and cumulatively. |
| Source file count | The number of source files the recipe ran over. |
| Source file changed count | The number of source files which were changed in the recipe run. Includes files created, deleted, and edited. |
| Cumulative scanning time (ns) | The total time spent across the scanning phase of this recipe. |
| 99th percentile scanning time (ns) | 99 out of 100 scans completed in this amount of time. |
| Max scanning time (ns) | The max time scanning any one source file. |
| Cumulative edit time (ns) | The total time spent across the editing phase of this recipe. |
| 99th percentile edit time (ns) | 99 out of 100 edits completed in this amount of time. |
| Max edit time (ns) | The max time editing any one source file. |
Contributors
Jonathan Schneider, justine, justine-gehring, Tim te Beek