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Actionable comments posted: 7
🧹 Outside diff range and nitpick comments (14)
plugins/markdown-extractor/jest.config.js (3)
12-12: Consider reviewing the need for a 60-second test timeout.The current testTimeout of 60 seconds is quite long for unit tests. While this may be necessary for complex operations or tests involving external resources, it could potentially mask performance issues.
Consider reviewing your tests to see if this long timeout is truly necessary. If possible, try to optimize the tests to run faster, or identify specific tests that need longer timeouts and apply them selectively.
14-14: Consider the implications of forcing Jest to exit.Setting forceExit to true will make Jest exit immediately after all tests complete. While this can be useful for cleaning up lingering processes, it might also hide issues with asynchronous operations not being properly closed.
Consider if this setting is necessary for your test suite. If possible, it's better to ensure all asynchronous operations are properly closed in your tests, rather than relying on forceExit. This can help catch and fix potential issues with resource management.
15-15: Review the necessity of passing with no tests.Setting passWithNoTests to true allows the test suite to pass even when no tests are found. While this can be useful during initial setup or active test development, it might hide issues where tests are accidentally skipped or not detected.
Consider if this setting is appropriate for the current state of your project. If you expect to have tests in place, it might be safer to set this to false to ensure that the absence of tests is treated as a failure. This can help catch situations where tests are accidentally excluded or not run.
plugins/markdown-extractor/src/index.ts (2)
4-8: Consider using a more descriptive type for errorHandling.The interface looks good overall. However, to improve clarity, consider creating a named type for the errorHandling property:
type ErrorHandlingMode = 'strict' | 'lenient'; export interface MarkdownExtractorOptions { maxTables?: number; errorHandling?: ErrorHandlingMode; debug?: boolean; }This change would make the code more self-documenting and easier to maintain if you need to add more error handling modes in the future.
1-21: Overall, the Markdown extractor implementation looks solid with room for minor improvements.The code is well-structured and modular, introducing a flexible Markdown extractor plugin. The suggested improvements include:
- Using a named type for the
errorHandlingproperty in theMarkdownExtractorOptionsinterface.- Fixing the options handling in the
MarkdownExtractorfunction to ensure consistent use of the merged options.These changes will enhance the clarity and correctness of the implementation. Great job on the overall design and separation of concerns!
plugins/markdown-extractor/src/parser.spec.ts (3)
6-12: LGTM: Well-structured test cases. Consider expanding test coverage.The test cases are well-defined and cover basic scenarios. To enhance the robustness of your tests, consider adding more diverse cases such as:
- Empty markdown file
- Markdown file with no tables
- Table with empty cells
- Table with merged cells (if supported)
- Extremely large tables
This will help ensure the parser handles a wider range of scenarios correctly.
13-33: LGTM: Well-structured test loop with comprehensive checks.The test loop is well-implemented, covering essential aspects of the parsed results. Good use of Jest's expect assertions for validation.
Consider adding a test for the table content to ensure the parsed data matches the expected values. This could be done by adding expected content to your test cases and comparing it with the parsed result.
Example:
expect(table.data).toEqual(expectedData);This addition would provide an extra layer of confidence in the parser's accuracy.
47-59: LGTM: Good test for error handling options. Consider expanding test cases.The test effectively validates both strict and lenient error handling modes. Good use of Jest's expect().toThrow() and expect().not.toThrow() assertions.
To improve this test:
- Consider adding specific error type checking for the strict mode, e.g., expect(() => parseBuffer(buffer, strictOptions)).toThrow(SpecificErrorType).
- For the lenient mode, you might want to assert that some tables were still parsed successfully despite potential issues.
These additions would provide more detailed validation of the error handling behavior.
plugins/markdown-extractor/README.md (4)
15-26: Great parameter descriptions, but consider adjusting heading levels.The parameter descriptions are detailed and informative, providing clear guidance on their usage, default values, and types. This is excellent for user understanding.
However, there's an inconsistency in the heading levels:
Consider changing the parameter headings from h4 (####) to h3 (###) to maintain a consistent document structure. For example:
-#### `options.maxTables` - `default: Infinity` - `number` - (optional) +### `options.maxTables` - `default: Infinity` - `number` - (optional)Apply this change to all parameter headings for consistency.
🧰 Tools
🪛 Markdownlint
19-19: Expected: h3; Actual: h4
Heading levels should only increment by one level at a time(MD001, heading-increment)
28-42: LGTM: Usage section is clear and well-structured.The usage section provides excellent step-by-step instructions for integrating the plugin, including installation, import, and basic usage. The use of separate code blocks for each step enhances readability.
Consider adding a brief explanation before line 41 to clarify the purpose of the code snippet. For example:
+// Register the MarkdownExtractor as middleware in your Flatfile listener listener.use(MarkdownExtractor());This addition would provide more context for users implementing the plugin.
44-67: LGTM: Full example is comprehensive and well-commented.The full example provides an excellent demonstration of how to use the MarkdownExtractor with custom options. The inclusion of explanatory comments within the code block enhances understanding.
For consistency with the previous code snippets, consider adding language identifiers to the code block. Change line 48 from:
-```javascript +```jsThis will maintain a consistent style throughout the README.
69-69: LGTM: Final note provides crucial information about plugin output.The explanation of how the plugin creates sheets from extracted Markdown tables is important for users to understand the end result of using this plugin.
Consider expanding this note slightly to provide more context. For example:
-This plugin will create a new sheet for each table found in the Markdown file, with the table headers becoming field names and the rows becoming records. +This plugin processes the uploaded Markdown file and creates a new sheet in Flatfile for each table found. The table headers are used as field names for the sheet, and each table row becomes a record. This allows for seamless integration of Markdown-based tabular data into your Flatfile workspace.This expanded explanation provides a more comprehensive overview of the plugin's functionality and its integration with Flatfile.
plugins/markdown-extractor/markdown-extractor-chat.md (1)
1-95: Overall, excellent implementation with room for minor improvementsThe Markdown Extractor plugin is well-implemented and addresses the original requirements along with subsequent issues. Here's a summary of the strengths and suggestions for improvement:
Strengths:
- Robust table extraction with flexible regex pattern
- Comprehensive error handling and debug logging
- Proper TypeScript usage with well-defined interfaces
- Handling of edge cases like mismatched column counts and empty rows
Suggestions for improvement:
- Consider adding unit tests to verify the functionality of both parseBuffer and extractTablesFromMarkdown functions.
- Implement input validation for the options object in both functions to ensure all properties are of the expected types.
- Consider adding a method to customize the sheet naming convention (currently "Table_1", "Table_2", etc.).
Example of input validation for options:
function validateOptions(options: MarkdownExtractorOptions): void { if (options.maxTables !== undefined && (!Number.isInteger(options.maxTables) || options.maxTables <= 0)) { throw new Error('maxTables must be a positive integer'); } if (options.errorHandling && !['strict', 'lenient'].includes(options.errorHandling)) { throw new Error('errorHandling must be either "strict" or "lenient"'); } if (options.debug !== undefined && typeof options.debug !== 'boolean') { throw new Error('debug must be a boolean'); } }You could call this function at the beginning of both parseBuffer and extractTablesFromMarkdown.
Overall, this is a high-quality implementation that should work well for extracting tables from Markdown files.
🧰 Tools
🪛 Markdownlint
15-15: null
Multiple headings with the same content(MD024, no-duplicate-heading)
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flatfilers/sandbox/src/index.ts (1)
Line range hint
2-73: Resolve Unresolved Merge Conflicts in the FileThe code contains unresolved merge conflicts, which include both the old implementation with
configureSpaceandvalidateDateplugins and the new implementation withMarkdownExtractor. This mixture will result in syntax errors and undefined behavior.Please resolve the merge conflicts to reflect the intended changes. The corrected code should look like this:
-import type { FlatfileListener } from '@flatfile/listener' -<<<<<<< HEAD -import { configureSpace } from '@flatfile/plugin-space-configure' -import { validateDate } from '@flatfile/plugin-validate-date' - -export default async function (listener: FlatfileListener) { - listener.use( - validateDate({ - sheetSlug: 'contacts', - dateFields: ['dob', 'hire_date'], - outputFormat: 'MM/dd/yyyy', - includeTime: true, - }) - ) - listener.use( - configureSpace({ - workbooks: [ - { - name: 'Sandbox', - sheets: [ - { - name: 'Contacts', - slug: 'contacts', - allowAdditionalFields: true, - fields: [ - { - key: 'firstName', - type: 'string', - label: 'First Name', - }, - { - key: 'lastName', - type: 'string', - label: 'Last Name', - }, - { - key: 'email', - type: 'string', - label: 'Email', - }, - { - key: 'phone', - type: 'string', - label: 'Phone', - }, - { - key: 'country', - type: 'string', - label: 'Country', - }, - { - key: 'dob', - type: 'string', - label: 'Date of Birth', - }, - { - key: 'hire_date', - type: 'string', - label: 'Hire Date', - }, - ], - }, - ], - }, - ], - }) - ) -======= import type { FlatfileListener } from '@flatfile/listener' import { MarkdownExtractor } from '@flatfile/plugin-markdown-extractor' export default async function (listener: FlatfileListener) { listener.use(MarkdownExtractor({ debug: true })) } ->>>>>>> c6bfeba (feat: MarkdownExtractor)Make sure to:
- Remove all merge conflict markers (
<<<<<<<,=======,>>>>>>>).- Keep only the desired code changes involving the
MarkdownExtractor.- Ensure the imports and function implementations are correctly updated.
🧰 Tools
🪛 Biome
[error] 68-68: Expected an expression but instead found '==='.
Expected an expression here.
(parse)
[error] 68-68: Expected an expression but instead found '='.
Expected an expression here.
(parse)
[error] 68-69: Expected an expression, or an assignment but instead found 'import'.
Expected an expression, or an assignment here.
(parse)
[error] 73-73: Expected an expression but instead found '>>>'.
Expected an expression here.
(parse)
[error] 73-73: Expected an expression but instead found '>'.
Expected an expression here.
(parse)
[error] 73-73: expected
,but instead found:Remove :
(parse)
[error] 70-74: Illegal use of an export declaration not at the top level
move this declaration to the top level
(parse)
[error] 74-74: expected
}but instead the file endsthe file ends here
(parse)
[error] 6-74: Illegal duplicate default export declarations
multiple default exports are erroneous
the module's default export is first defined here
(parse)
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
⛔ Files ignored due to path filters (2)
package-lock.jsonis excluded by!**/package-lock.json,!**/*.jsonplugins/markdown-extractor/package.jsonis excluded by!**/*.json
📒 Files selected for processing (12)
- flatfilers/sandbox/src/index.ts (2 hunks)
- plugins/markdown-extractor/README.md (1 hunks)
- plugins/markdown-extractor/jest.config.js (1 hunks)
- plugins/markdown-extractor/markdown-extractor-chat.md (1 hunks)
- plugins/markdown-extractor/rollup.config.mjs (1 hunks)
- plugins/markdown-extractor/samples/complex_table.md (1 hunks)
- plugins/markdown-extractor/samples/lenient_tables.md (1 hunks)
- plugins/markdown-extractor/samples/multiple_tables.md (1 hunks)
- plugins/markdown-extractor/samples/simple_table.md (1 hunks)
- plugins/markdown-extractor/src/index.ts (1 hunks)
- plugins/markdown-extractor/src/parser.spec.ts (1 hunks)
- plugins/markdown-extractor/src/parser.ts (1 hunks)
✅ Files skipped from review due to trivial changes (3)
- plugins/markdown-extractor/rollup.config.mjs
- plugins/markdown-extractor/samples/multiple_tables.md
- plugins/markdown-extractor/samples/simple_table.md
🧰 Additional context used
🪛 Biome
flatfilers/sandbox/src/index.ts
[error] 1-2: Expected a statement but instead found '<<<<<<< HEAD'.
Expected a statement here.
(parse)
[error] 68-68: Expected an expression but instead found '==='.
Expected an expression here.
(parse)
[error] 68-68: Expected an expression but instead found '='.
Expected an expression here.
(parse)
[error] 68-69: Expected an expression, or an assignment but instead found 'import'.
Expected an expression, or an assignment here.
(parse)
[error] 73-73: Expected an expression but instead found '>>>'.
Expected an expression here.
(parse)
[error] 73-73: Expected an expression but instead found '>'.
Expected an expression here.
(parse)
[error] 73-73: expected
,but instead found:Remove :
(parse)
plugins/markdown-extractor/src/parser.ts
[error] 44-44: The assignment should not be in an expression.
The use of assignments in expressions is confusing.
Expressions are often considered as side-effect free.(lint/suspicious/noAssignInExpressions)
🪛 Markdownlint
plugins/markdown-extractor/README.md
19-19: Expected: h3; Actual: h4
Heading levels should only increment by one level at a time(MD001, heading-increment)
plugins/markdown-extractor/markdown-extractor-chat.md
15-15: null
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plugins/markdown-extractor/samples/lenient_tables.md
10-10: Expected: 3; Actual: 2; Too few cells, row will be missing data
Table column count(MD056, table-column-count)
18-18: Expected: 3; Actual: 4; Too many cells, extra data will be missing
Table column count(MD056, table-column-count)
🪛 LanguageTool
plugins/markdown-extractor/markdown-extractor-chat.md
[style] ~122-~122: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...rt Excel data into a WorkbookCapture. - src/header.detection.ts: Implements various...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~186-~186: You have already used this phrasing in nearby sentences. Consider replacing it to add variety to your writing.
Context: ...oss different plugins. 3. common: This probably includes common functions, types, or co...(REP_PROBABLY)
[style] ~196-~196: Consider simply using “of” instead.
Context: ...uld you like me to explore the contents of any of these utility directories in more detai...(OF_ANY_OF)
[grammar] ~272-~272: This sentence seems to be incomplete. Insert a noun before ‘Are’ to make the sentence complete.
Context: ...n, options); }; ``` Both utilities: - Are designed to work with the Flatfile API ...(MISSING_SUBJECT)
[uncategorized] ~424-~424: Loose punctuation mark.
Context: ...ons Interface**: -tableIdentifier: Allows customization of the table ident...(UNLIKELY_OPENING_PUNCTUATION)
[uncategorized] ~425-~425: Loose punctuation mark.
Context: ...ifier (default is '|'). -maxTables: Limits the number of tables to extract ...(UNLIKELY_OPENING_PUNCTUATION)
[uncategorized] ~426-~426: Loose punctuation mark.
Context: ...fault is Infinity). -errorHandling: Chooses between 'strict' or 'lenient' e...(UNLIKELY_OPENING_PUNCTUATION)
[typographical] ~470-~470: Consider adding a comma after ‘Typically’ for more clarity.
Context: ... upon in this implementation? ## User Typically the parseBuffer() function is placed in...(RB_LY_COMMA)
[uncategorized] ~505-~505: Loose punctuation mark.
Context: ... me explain the changes: 1.parser.ts: - Contains the `MarkdownExtractorOp...(UNLIKELY_OPENING_PUNCTUATION)
[uncategorized] ~511-~511: Loose punctuation mark.
Context: ...eparseBufferfunction. 2.index.ts: - Imports theparseBufferfunction...(UNLIKELY_OPENING_PUNCTUATION)
[style] ~612-~612: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...ration for our new markdown-extractor. I apologize for the error in my previous ...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~786-~786: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...mplemented and used. 3.errorHandlingis correctly implemented and used. 4. We'r...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~856-~856: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...curately reflect the implementation. 8. We've ensured consistency between the impl...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~991-~991: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...d sample Markdown files for testing. 8. We've implemented comprehensive unit tests...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~1254-~1254: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...les for testing different scenarios. 8. We implemented unit tests to ensure the pl...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~1255-~1255: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...o ensure the plugin's functionality. 9. We added extensive debug logging to help i...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~1256-~1256: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...troubleshoot any extraction issues. 10. We improved the table extraction algorithm...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
plugins/markdown-extractor/samples/complex_table.md
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
🔇 Additional comments (17)
plugins/markdown-extractor/jest.config.js (4)
2-2: LGTM: Appropriate test environment.Setting the test environment to 'node' is correct for a Markdown extractor plugin that's likely to run in a Node.js environment.
4-6: LGTM: Correct TypeScript transformation setup.The transform configuration correctly uses 'ts-jest' for TypeScript files, enabling Jest to process TypeScript code during testing.
8-11: LGTM: Test setup and cleanup files are properly configured.The setupFilesAfterEnv configuration correctly includes files for enhancing console output and handling post-test cleanup.
To ensure these setup files exist and are correctly structured, run the following script:
#!/bin/bash # Description: Verify the existence and basic structure of setup files # Test: Check if the files exist and contain expected content for file in "test/betterConsoleLog.js" "test/unit.cleanup.js" do if [ -f "$file" ]; then echo "$file exists." case "$file" in *betterConsoleLog.js) grep -q "console" "$file" && echo "File appears to be modifying console behavior." || echo "Warning: console modifications not found in $file." ;; *unit.cleanup.js) grep -q "afterAll" "$file" && echo "File appears to contain cleanup logic." || echo "Warning: cleanup logic not found in $file." ;; esac else echo "Warning: $file not found at the expected location." fi done
13-13: LGTM: Global setup file is correctly configured.The globalSetup configuration correctly points to a setup-global.js file for one-time setup operations before all tests.
To ensure the setup-global.js file exists and is correctly structured, run the following script:
✅ Verification successful
Verified: Global setup file exists and is correctly structured.
🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the existence and basic structure of setup-global.js # Test: Check if the file exists and contains expected content if [ -f "test/setup-global.js" ]; then echo "setup-global.js exists." grep -q "module.exports = async () =>" test/setup-global.js && echo "File appears to export an async function as expected." || echo "Warning: Expected module.exports structure not found in the file." else echo "Warning: setup-global.js not found at the expected location." fiLength of output: 269
plugins/markdown-extractor/src/index.ts (2)
1-2: LGTM: Imports are appropriate and well-structured.The imports are correctly bringing in the necessary dependencies. The separation of the parser into its own file (
./parser) is a good practice for maintainability.
21-21: LGTM: Good export naming.Exporting
parseBufferasmarkdownParserprovides a clear and descriptive name for external use. This is a good practice for improving the API's clarity.plugins/markdown-extractor/samples/complex_table.md (4)
1-21: Well-structured sample data for testingThe Markdown file is well-organized and provides a good variety of data types for testing the Markdown extractor. The structure includes:
- A clear title and description
- A complex table with various data types
- A list of included data types
- A note about the purpose of the sample
This structure will be helpful for thorough testing of the extractor's capabilities.
🧰 Tools
🪛 LanguageTool
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
5-12: Well-formatted table with diverse data typesThe table is well-structured and includes a variety of data types:
- Strings (Product, Features)
- Currency values (Price)
- Integers (Stock)
- Dates (Last Updated)
- Booleans (On Sale)
- Complex strings with commas (Features)
This diversity will help ensure the Markdown extractor can handle various data types and potential edge cases.
🧰 Tools
🪛 LanguageTool
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
10-10: Spelling of "noise-cancelling" is acceptableThe static analysis tool flagged "noise-cancelling" as potentially incorrect, suggesting it should be one word. However, the hyphenated version is widely used and grammatically correct when used as a compound adjective.
While "noise canceling" (one word, US spelling) is also acceptable, the current hyphenated version is fine and doesn't need to be changed.
1-21: Excellent sample file for testing the Markdown extractorThis complex_table.md file serves as an excellent sample for testing the Markdown extractor. It provides:
- A well-structured Markdown document
- A complex table with diverse data types
- Potential edge cases (e.g., strings with commas)
- Clear documentation of the included data types
This sample will be valuable for ensuring the robustness and accuracy of the Markdown extractor plugin. Great job on creating a comprehensive test case!
🧰 Tools
🪛 LanguageTool
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
plugins/markdown-extractor/src/parser.spec.ts (3)
1-5: LGTM: Imports and setup are appropriate.The import statements are concise and relevant to the testing requirements. Good use of Node.js core modules for file system operations.
35-45: LGTM: Effective test for maxTables option.This test effectively validates the maxTables option functionality. It's a good practice to have separate tests for configuration options. The assertion is clear and concise.
1-59: Overall: Well-structured and comprehensive test suite.This test file provides a solid foundation for ensuring the reliability and correctness of the Markdown Extractor Parser. It covers basic functionality, configuration options, and error handling scenarios effectively.
Key strengths:
- Clear and modular test structure
- Good use of Jest testing patterns
- Effective testing of parser options
Areas for potential enhancement:
- Expanding test cases to cover more edge cases
- Adding content validation to parsed table data
- More specific error type checking in error handling tests
These enhancements would further strengthen the robustness of your test suite. Overall, excellent work on creating a comprehensive set of tests for your Markdown Extractor Parser.
plugins/markdown-extractor/README.md (2)
1-11: LGTM: Infocard section is informative and well-structured.The infocard provides a clear and concise description of the plugin's functionality, event type, and supported file types. This information is crucial for users to understand the plugin's purpose and integration points.
1-69: Excellent README for the new MarkdownExtractor plugin.This README provides comprehensive and well-structured documentation for the new
@flatfile/plugin-markdown-extractor. It effectively covers the plugin's purpose, parameters, usage instructions, and includes a full example. The clear explanations and code snippets will greatly assist users in understanding and implementing the plugin.The minor suggestions provided in the review comments aim to further enhance the document's consistency and clarity. Overall, this README serves as a strong introduction and guide for the new MarkdownExtractor plugin, which will be valuable for users working with Markdown files in Flatfile.
🧰 Tools
🪛 Markdownlint
19-19: Expected: h3; Actual: h4
Heading levels should only increment by one level at a time(MD001, heading-increment)
plugins/markdown-extractor/markdown-extractor-chat.md (2)
1-7: Imports and interface look good!The imports are correctly specified, and the MarkdownExtractorOptions interface is well-defined with appropriate optional properties. This follows TypeScript best practices and provides good type safety for the plugin options.
31-95: Excellent improvements to the extractTablesFromMarkdown function!The updated extractTablesFromMarkdown function is a significant improvement:
- The more flexible regex pattern should catch a wider variety of Markdown table formats.
- Comprehensive debug logging has been added throughout the function, which will greatly aid in troubleshooting.
- The function now handles mismatched column counts by padding shorter rows and trimming excess cells.
- Empty rows are filtered out, preventing potential issues in table processing.
- Error handling has been improved with more specific error messages and better logic.
These changes make the table extraction process more robust and easier to debug. Great work on addressing the previous issues and enhancing the overall functionality of the plugin.
🧰 Tools
🪛 Markdownlint
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Actionable comments posted: 6
🧹 Outside diff range and nitpick comments (10)
flatfilers/sandbox/src/index.ts (1)
1-6: Summary: Significant simplification with potential wide-ranging impactsThe changes in this file represent a major shift in data processing approach:
- Previous data processing methods (
summarize,configureSpace) have been replaced with theMarkdownExtractorplugin.- Workbook and sheet configurations have been removed entirely.
- The code is now much simpler, focusing solely on Markdown extraction.
While these changes align with the PR objectives, they may have significant impacts on the existing system. It's crucial to ensure that:
- All necessary functionality is preserved or adequately replaced by the
MarkdownExtractor.- Dependent code throughout the project has been updated to work with this new approach.
- Comprehensive testing is performed to verify that no existing features are broken by these changes.
Consider documenting this architectural change, including:
- The rationale behind moving to a Markdown-centric approach
- Any changes in data flow or processing that users of this module need to be aware of
- Guidelines for working with the new
MarkdownExtractorin place of the previous configuration-based approachplugins/markdown-extractor/samples/lenient_tables.md (1)
28-28: Add a newline at the end of the fileThe file currently ends without a newline character. While this doesn't affect the content, it's generally good practice to end text files with a newline. This can prevent issues with certain tools and makes it easier to append content if needed.
Consider adding a newline after the "End of the file." statement.
plugins/markdown-extractor/samples/complex_table.md (1)
10-10: Consider updating "Noise-cancelling" to "Noise-canceling"While "noise-cancelling" is commonly used, "noise-canceling" (with one 'l') is the standard American English spelling. Consider updating for consistency, although this doesn't affect the functionality of the Markdown extractor.
-| Headphones | $149.99 | 200 | 2023-05-04 | Noise-cancelling, Bluetooth 5.0 | false | +| Headphones | $149.99 | 200 | 2023-05-04 | Noise-canceling, Bluetooth 5.0 | false |plugins/markdown-extractor/README.md (3)
13-13: LGTM: Important deployment note included.The note about deploying the plugin in a server-side listener when embedding Flatfile is crucial information for users. The link to additional documentation on listener types is helpful.
Consider making the note stand out more by using a blockquote or admonition syntax if supported by your documentation system. For example:
> **Note:** When embedding Flatfile, this plugin should be deployed in a server-side listener. [Learn more about listener types](/docs/orchestration/listeners#listener-types)
44-69: LGTM: Comprehensive example with minor improvement suggestions.The Full Example section provides a valuable demonstration of how to use the MarkdownExtractor with custom options. To further enhance its educational value, consider the following suggestions:
- Add more inline comments to the code example to explain each step in detail.
- Consider adding a brief explanation of what happens after the extraction process.
Here's a suggested revision for the code example:
import { MarkdownExtractor } from "@flatfile/plugin-markdown-extractor"; export default async function (listener) { // Define optional options for the extractor const options = { maxTables: 5, // Limit the number of tables extracted from each file errorHandling: 'strict', // Throw errors on parsing issues debug: true // Enable additional logging for troubleshooting }; // Initialize the Markdown extractor with custom options const markdownExtractor = MarkdownExtractor(options); // Register the extractor as a middleware for the Flatfile listener listener.use(markdownExtractor); // The extractor will now automatically process Markdown files when they are uploaded // Each table found in the Markdown file will create a new sheet in Flatfile // Table headers become field names, and rows become records }After the code example, you might want to add:
"After processing, each extracted table will be available as a separate sheet in Flatfile. Users can then review, edit, and further process the extracted data using Flatfile's data management features."
Would you like me to provide a full revised version of the Full Example section?
1-69: Overall, well-documented plugin with minor improvement opportunities.The README file provides comprehensive documentation for the new MarkdownExtractor plugin. It covers the essential aspects including purpose, parameters, usage instructions, and a full example. The content is informative and generally well-structured.
Key strengths:
- Clear explanation of the plugin's functionality and supported file types.
- Detailed parameter descriptions with types and default values.
- Step-by-step usage instructions with code snippets.
- A full example demonstrating custom options.
Suggestions for improvement:
- Enhance the heading structure for better organization and consistency.
- Add more detailed explanations and examples for each parameter.
- Provide more context on how the plugin integrates with the Flatfile platform.
- Include more inline comments in code examples to explain each step.
These improvements will further enhance the clarity and usability of the documentation, making it easier for developers to integrate and customize the MarkdownExtractor plugin in their Flatfile projects.
Would you like me to provide a fully revised version of the entire README file incorporating all the suggested improvements?
🧰 Tools
🪛 Markdownlint
19-19: Expected: h3; Actual: h4
Heading levels should only increment by one level at a time(MD001, heading-increment)
plugins/markdown-extractor/src/parser.ts (2)
4-28: LGTM! Consider adding type annotation fortables.The
parseBufferfunction is well-implemented and correctly processes the buffer into a structuredWorkbookCaptureobject. The logic for converting tables into sheets is clear and efficient.Consider adding a type annotation for the
tablesvariable on line 9 for improved code readability:const tables: Array<{ headers: string[]; rows: string[][] }> = extractTablesFromMarkdown(content, options);
36-37: Consider optimizing the regex patternThe current regex pattern is functional but could be slightly optimized for better performance.
Consider using this optimized version of the regex pattern:
const tableRegex = /\|(.+?)\|[\r\n]+\|(?:[-:]+\|)+[\r\n]+((?:\|.+?\|[\r\n]*)+)/g;This pattern allows for optional newlines after each data row, which can make the regex more flexible and potentially faster.
plugins/markdown-extractor/markdown-extractor-chat.md (2)
31-35: Consider using a more descriptive variable name for the regexThe variable name
tableRegexcould be more descriptive to indicate its specific purpose in Markdown table extraction.Consider renaming
tableRegexto something likemarkdownTableRegexfor clarity:- const tableRegex = /\|(.+?)\|[\r\n]+\|(?:[-:]+\|)+[\r\n]+((?:\|.+?\|[\r\n]+)+)/g; + const markdownTableRegex = /\|(.+?)\|[\r\n]+\|(?:[-:]+\|)+[\r\n]+((?:\|.+?\|[\r\n]+)+)/g;
97-101: Consider adding a summary of extracted tablesAt the end of the extraction process, it might be helpful to provide a summary of the extracted tables, including their sizes and any potential issues encountered.
Add a summary log at the end of the function:
if (options.debug) { console.log(`Extraction complete. Found ${tables.length} tables.`); tables.forEach((table, index) => { console.log(`Table ${index + 1}: ${table.headers.length} columns, ${table.rows.length} rows`); }); }
📜 Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
⛔ Files ignored due to path filters (2)
package-lock.jsonis excluded by!**/package-lock.json,!**/*.jsonplugins/markdown-extractor/package.jsonis excluded by!**/*.json
📒 Files selected for processing (12)
- flatfilers/sandbox/src/index.ts (1 hunks)
- plugins/markdown-extractor/README.md (1 hunks)
- plugins/markdown-extractor/jest.config.js (1 hunks)
- plugins/markdown-extractor/markdown-extractor-chat.md (1 hunks)
- plugins/markdown-extractor/rollup.config.mjs (1 hunks)
- plugins/markdown-extractor/samples/complex_table.md (1 hunks)
- plugins/markdown-extractor/samples/lenient_tables.md (1 hunks)
- plugins/markdown-extractor/samples/multiple_tables.md (1 hunks)
- plugins/markdown-extractor/samples/simple_table.md (1 hunks)
- plugins/markdown-extractor/src/index.ts (1 hunks)
- plugins/markdown-extractor/src/parser.spec.ts (1 hunks)
- plugins/markdown-extractor/src/parser.ts (1 hunks)
🚧 Files skipped from review as they are similar to previous changes (6)
- plugins/markdown-extractor/jest.config.js
- plugins/markdown-extractor/rollup.config.mjs
- plugins/markdown-extractor/samples/multiple_tables.md
- plugins/markdown-extractor/samples/simple_table.md
- plugins/markdown-extractor/src/index.ts
- plugins/markdown-extractor/src/parser.spec.ts
🧰 Additional context used
🪛 Markdownlint
plugins/markdown-extractor/README.md
19-19: Expected: h3; Actual: h4
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plugins/markdown-extractor/markdown-extractor-chat.md
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plugins/markdown-extractor/samples/lenient_tables.md
10-10: Expected: 3; Actual: 2; Too few cells, row will be missing data
Table column count(MD056, table-column-count)
18-18: Expected: 3; Actual: 4; Too many cells, extra data will be missing
Table column count(MD056, table-column-count)
🪛 LanguageTool
plugins/markdown-extractor/markdown-extractor-chat.md
[style] ~122-~122: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...rt Excel data into a WorkbookCapture. - src/header.detection.ts: Implements various...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~186-~186: You have already used this phrasing in nearby sentences. Consider replacing it to add variety to your writing.
Context: ...oss different plugins. 3. common: This probably includes common functions, types, or co...(REP_PROBABLY)
[style] ~196-~196: Consider simply using “of” instead.
Context: ...uld you like me to explore the contents of any of these utility directories in more detai...(OF_ANY_OF)
[grammar] ~272-~272: This sentence seems to be incomplete. Insert a noun before ‘Are’ to make the sentence complete.
Context: ...n, options); }; ``` Both utilities: - Are designed to work with the Flatfile API ...(MISSING_SUBJECT)
[uncategorized] ~424-~424: Loose punctuation mark.
Context: ...ons Interface**: -tableIdentifier: Allows customization of the table ident...(UNLIKELY_OPENING_PUNCTUATION)
[uncategorized] ~425-~425: Loose punctuation mark.
Context: ...ifier (default is '|'). -maxTables: Limits the number of tables to extract ...(UNLIKELY_OPENING_PUNCTUATION)
[uncategorized] ~426-~426: Loose punctuation mark.
Context: ...fault is Infinity). -errorHandling: Chooses between 'strict' or 'lenient' e...(UNLIKELY_OPENING_PUNCTUATION)
[typographical] ~470-~470: Consider adding a comma after ‘Typically’ for more clarity.
Context: ... upon in this implementation? ## User Typically the parseBuffer() function is placed in...(RB_LY_COMMA)
[uncategorized] ~505-~505: Loose punctuation mark.
Context: ... me explain the changes: 1.parser.ts: - Contains the `MarkdownExtractorOp...(UNLIKELY_OPENING_PUNCTUATION)
[uncategorized] ~511-~511: Loose punctuation mark.
Context: ...eparseBufferfunction. 2.index.ts: - Imports theparseBufferfunction...(UNLIKELY_OPENING_PUNCTUATION)
[style] ~612-~612: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...ration for our new markdown-extractor. I apologize for the error in my previous ...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~786-~786: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...mplemented and used. 3.errorHandlingis correctly implemented and used. 4. We'r...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[uncategorized] ~806-~806: A period might be missing here.
Context: ... debug property with a default value of false 3. Updated the README.md: - Removed...(AI_EN_LECTOR_MISSING_PUNCTUATION_PERIOD)
[style] ~856-~856: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...curately reflect the implementation. 8. We've ensured consistency between the impl...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~991-~991: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...d sample Markdown files for testing. 8. We've implemented comprehensive unit tests...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~1254-~1254: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...les for testing different scenarios. 8. We implemented unit tests to ensure the pl...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~1255-~1255: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...o ensure the plugin's functionality. 9. We added extensive debug logging to help i...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
[style] ~1256-~1256: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ...troubleshoot any extraction issues. 10. We improved the table extraction algorithm...(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
plugins/markdown-extractor/samples/complex_table.md
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
🪛 Biome
plugins/markdown-extractor/src/parser.ts
[error] 44-44: The assignment should not be in an expression.
The use of assignments in expressions is confusing.
Expressions are often considered as side-effect free.(lint/suspicious/noAssignInExpressions)
🔇 Additional comments (17)
flatfilers/sandbox/src/index.ts (2)
1-2: LGTM: Import statements are correct and reflect the new plugin usage.The import statements are appropriate for the new functionality. The
MarkdownExtractorimport replaces previous imports related tosummarizeandconfigureSpace, indicating a shift in data processing approach.
4-4: LGTM: Function signature is correct and unchanged.The export default async function signature is appropriate and consistent with the previous version. It correctly utilizes the
FlatfileListenertype.plugins/markdown-extractor/samples/lenient_tables.md (4)
1-4: LGTM: Clear and concise introductionThe file header and introduction effectively communicate the purpose of this sample file. It sets clear expectations for the reader about the content and the intentional inconsistencies in the tables.
13-26: Intentional inconsistencies in Projects and Budget tablesBoth the Projects and Budget tables contain deliberate inconsistencies:
- The Projects table has an extra column in one row.
- The Budget table has an extra column in both the header and one data row.
These variations are excellent for testing the MarkdownExtractor's ability to handle different types of table structure inconsistencies.
Let's verify that the MarkdownExtractor code accounts for these scenarios:
#!/bin/bash # Search for handling of extra columns in tables rg --type typescript "extra column" plugins/markdown-extractor/src🧰 Tools
🪛 Markdownlint
18-18: Expected: 3; Actual: 4; Too many cells, extra data will be missing
Table column count(MD056, table-column-count)
1-28: Effective sample file for testing MarkdownExtractorThis Markdown file serves as an excellent sample for testing the MarkdownExtractor plugin. It effectively demonstrates various table inconsistencies that the plugin might encounter in real-world scenarios:
- Missing data in a row (Employees table)
- Extra column in a row (Projects table)
- Extra column in both header and data row (Budget table)
These examples will help ensure that the MarkdownExtractor can handle a wide range of table structures and inconsistencies, making it more robust and reliable.
To ensure comprehensive testing, let's check for unit tests that use this sample file:
#!/bin/bash # Search for test files that import or use the lenient_tables.md sample rg --type typescript "lenient_tables.md" plugins/markdown-extractor/src/__tests__🧰 Tools
🪛 Markdownlint
10-10: Expected: 3; Actual: 2; Too few cells, row will be missing data
Table column count(MD056, table-column-count)
18-18: Expected: 3; Actual: 4; Too many cells, extra data will be missing
Table column count(MD056, table-column-count)
5-11: Intentional inconsistency in Employees tableThe Employees table contains a row with missing data (Jane Smith's department), which is intentional for testing purposes. This inconsistency will help validate the MarkdownExtractor's ability to handle tables with missing information.
To ensure this inconsistency is documented, let's check for comments in the MarkdownExtractor code:
🧰 Tools
🪛 Markdownlint
10-10: Expected: 3; Actual: 2; Too few cells, row will be missing data
Table column count(MD056, table-column-count)
plugins/markdown-extractor/samples/complex_table.md (5)
1-4: LGTM: Clear and informative introductionThe title and introductory text effectively explain the purpose of this sample file, which is to provide a complex table for testing the Markdown extractor.
5-6: LGTM: Well-structured table headerThe table header is properly formatted and includes a diverse set of columns that will help test various data types and parsing scenarios.
7-12: LGTM: Comprehensive and diverse table contentThe table content effectively covers a wide range of data types and potential parsing challenges, including:
- Currency values
- Integers
- Dates
- Strings with commas
- Booleans
This diversity will be valuable for thoroughly testing the Markdown extractor's capabilities.
🧰 Tools
🪛 LanguageTool
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
14-21: LGTM: Informative conclusionThe concluding text effectively summarizes the types of data included in the table and reiterates the purpose of testing the parser's capabilities. This reinforces the file's intended use for comprehensive testing.
1-21: Excellent sample file for testing the Markdown extractorThis complex table example serves its purpose exceptionally well. It provides a comprehensive set of data types and potential parsing challenges, which will be invaluable for testing and ensuring the robustness of the Markdown extractor. The file is well-structured, clearly explained, and covers a wide range of scenarios that the extractor might encounter in real-world usage.
🧰 Tools
🪛 LanguageTool
[grammar] ~11-~11: This is normally spelled as one word.
Context: ...e-cancelling, Bluetooth 5.0 | false | | Smart Watch | $249.99 | 30 | 2023-05-05 | Heart rat...(SMART_COMPOUNDS)
plugins/markdown-extractor/README.md (1)
1-11: LGTM: Infocard section is informative and concise.The infocard section provides a clear and concise description of the plugin's functionality, event type, and supported file types. This information is crucial for users to understand the plugin's purpose and basic usage.
plugins/markdown-extractor/src/parser.ts (1)
30-132: Great implementation with comprehensive error handling and debugging!The
extractTablesFromMarkdownfunction is well-structured and handles various edge cases effectively. The error handling, debugging logs, and flexibility in processing mismatched columns are particularly commendable.🧰 Tools
🪛 Biome
[error] 44-44: The assignment should not be in an expression.
The use of assignments in expressions is confusing.
Expressions are often considered as side-effect free.(lint/suspicious/noAssignInExpressions)
plugins/markdown-extractor/markdown-extractor-chat.md (4)
1-2: Imports look goodThe necessary imports from '@flatfile/util-extractor' are present and correct.
4-8: MarkdownExtractorOptions interface is well-definedThe interface includes all necessary options for configuring the Markdown extractor. The options are appropriately marked as optional.
10-29: parseBuffer function implementation is correctThe function correctly converts the buffer to a string, extracts tables, and transforms them into a WorkbookCapture. The logic for creating sheets and populating data is sound.
🧰 Tools
🪛 Markdownlint
15-15: null
Multiple headings with the same content(MD024, no-duplicate-heading)
1-101: Overall implementation is robust and well-structuredThe Markdown Extractor plugin implementation is solid, addressing the requirements and including improvements for handling various Markdown table formats. The addition of debug logging and the flexible regex pattern for table extraction are particularly noteworthy enhancements. The code is well-structured and follows good practices for error handling and data processing.
🧰 Tools
🪛 Markdownlint
15-15: null
Multiple headings with the same content(MD024, no-duplicate-heading)
67-67: null
Multiple headings with the same content(MD024, no-duplicate-heading)
85-85: null
Multiple headings with the same content(MD024, no-duplicate-heading)
89-89: null
Multiple headings with the same content(MD024, no-duplicate-heading)
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