Algorithms section & degree docs #117
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WalkthroughThe pull request introduces comprehensive documentation for the Degree Procedure in graph algorithms. This documentation details how to calculate node degrees in a graph, covering its purpose, syntax, use cases, and practical examples. It includes information about configuring the procedure with various parameters, demonstrating how to analyze node connectivity across different scenarios and domains. Additionally, a new entry, Changes
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Actionable comments posted: 0
🧹 Nitpick comments (3)
algorithms/degree.md (3)
21-37: Fix grammar in parameter description.The description for the
relationparameter should be updated for better grammar.-| `relation` | String | `null` | Specifies the type of edges to consider. | +| `relation` | String | `null` | Specifies the types of edges to consider. |🧰 Tools
🪛 LanguageTool
[grammar] ~35-~35: In this context, ‘type’ should agree in number with the noun after ‘of’.
Context: ... | String |null| Specifies the type of edges to consider. ...(TYPE_OF_PLURAL)
🪛 GitHub Actions: spellcheck
[error] Spelling error found: 'influencers' is marked as misspelled
75-84: Optimize CREATE statements to prevent duplicate nodes.The current CREATE statements might create duplicate nodes. Consider using MERGE for node creation and then creating relationships between them.
-CREATE (:Person {id: 1}) -CREATE (:Person {id: 2}) -CREATE (:City {id: 3}) -CREATE (:City {id: 4}) -CREATE (p1:Person {id: 1})-[:FRIEND]->(p2:Person {id: 2}) -CREATE (p1)-[:VISITED]->(c1:City {id: 3}) -CREATE (p2)-[:VISITED]->(c1) -CREATE (p2)-[:VISITED]->(c2:City {id: 4}) +MERGE (p1:Person {id: 1}) +MERGE (p2:Person {id: 2}) +MERGE (c1:City {id: 3}) +MERGE (c2:City {id: 4}) +CREATE (p1)-[:FRIEND]->(p2) +CREATE (p1)-[:VISITED]->(c1) +CREATE (p2)-[:VISITED]->(c1) +CREATE (p2)-[:VISITED]->(c2)🧰 Tools
🪛 GitHub Actions: spellcheck
[error] Spelling error found: 'influencers' is marked as misspelled
96-96: Remove trailing colons from headings.For consistency with Markdown best practices, remove the trailing colons from the "Result" headings.
-#### Result: +#### ResultAlso applies to: 113-113, 128-128, 142-142
🧰 Tools
🪛 Markdownlint (0.37.0)
96-96: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
🪛 GitHub Actions: spellcheck
[error] Spelling error found: 'influencers' is marked as misspelled
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algorithms/degree.md(1 hunks)
🧰 Additional context used
🪛 LanguageTool
algorithms/degree.md
[grammar] ~35-~35: In this context, ‘type’ should agree in number with the noun after ‘of’.
Context: ... | String | null | Specifies the type of edges to consider. ...
(TYPE_OF_PLURAL)
🪛 Markdownlint (0.37.0)
algorithms/degree.md
55-55: Punctuation: ':'
Trailing punctuation in heading
(MD026, no-trailing-punctuation)
64-64: Punctuation: ':'
Trailing punctuation in heading
(MD026, no-trailing-punctuation)
96-96: Punctuation: ':'
Trailing punctuation in heading
(MD026, no-trailing-punctuation)
113-113: Punctuation: ':'
Trailing punctuation in heading
(MD026, no-trailing-punctuation)
128-128: Punctuation: ':'
Trailing punctuation in heading
(MD026, no-trailing-punctuation)
142-142: Punctuation: ':'
Trailing punctuation in heading
(MD026, no-trailing-punctuation)
🪛 GitHub Actions: spellcheck
algorithms/degree.md
[error] Spelling error found: 'influencers' is marked as misspelled
🔇 Additional comments (3)
algorithms/degree.md (3)
1-18: Well-structured introduction and comprehensive use cases!The introduction clearly explains the procedure's purpose, and the use cases effectively demonstrate its practical applications across different domains.
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🪛 GitHub Actions: spellcheck
[error] Spelling error found: 'influencers' is marked as misspelled
40-48: Clear and concise output documentation!The output section effectively describes the result set structure and its fields.
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🪛 GitHub Actions: spellcheck
[error] Spelling error found: 'influencers' is marked as misspelled
1-149: Excellent documentation overall!The documentation is comprehensive, well-structured, and effectively explains the Degree Procedure. It includes clear examples, practical use cases, and detailed parameter descriptions. The suggested improvements are minor and don't impact the overall quality of the documentation.
🧰 Tools
🪛 LanguageTool
[grammar] ~35-~35: In this context, ‘type’ should agree in number with the noun after ‘of’.
Context: ... | String |null| Specifies the type of edges to consider. ...(TYPE_OF_PLURAL)
🪛 Markdownlint (0.37.0)
55-55: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
64-64: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
96-96: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
113-113: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
128-128: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
142-142: Punctuation: ':'
Trailing punctuation in heading(MD026, no-trailing-punctuation)
🪛 GitHub Actions: spellcheck
[error] Spelling error found: 'influencers' is marked as misspelled
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Actionable comments posted: 1
🧹 Nitpick comments (3)
algorithms/index.md (3)
1-6: Enhance the description metadata.The description currently mirrors the title. Consider expanding it to provide more context, such as "Comprehensive documentation for FalkorDB's graph analysis algorithms and procedures".
--- title: "Graph Algorithms" -description: Graph Algorithms +description: Comprehensive documentation for FalkorDB's graph analysis algorithms and procedures nav_order: 4 has_children: true ---🧰 Tools
🪛 GitHub Actions: spellcheck
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
10-10: Improve conciseness.Consider rephrasing to avoid wordiness.
-Welcome to the FalkorDB Algorithms Documentation! This guide provides an overview of all algorithms available within FalkorDB, enabling powerful graph analytics and insights. Each algorithm is designed to help you process and analyze graph data efficiently for a variety of use cases. +Welcome to the FalkorDB Algorithms Documentation! This guide provides an overview of all algorithms available within FalkorDB, enabling powerful graph analytics and insights. Each algorithm is designed to help you process and analyze graph data efficiently across diverse use cases.🧰 Tools
🪛 LanguageTool
[style] ~10-~10: The phrase “a variety of” may be wordy. To make your writing clearer, consider replacing it.
Context: ... and analyze graph data efficiently for a variety of use cases. ## Available Algorithms Be...(A_VARIETY_OF)
🪛 GitHub Actions: spellcheck
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
47-49: Enhance code example readability and usefulness.Consider these improvements:
- Use Cypher syntax highlighting instead of plaintext
- Provide a more meaningful example with actual parameters
-```plaintext +```cypher -CALL algo.degree({}) +CALL algo.degree({ + direction: 'both', + nodeLabels: ['Person'], + relationshipTypes: ['FOLLOWS'] +})🧰 Tools
🪛 GitHub Actions: spellcheck
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
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📒 Files selected for processing (10)
algorithms/index.md(1 hunks)bolt_support.md(1 hunks)clients.md(1 hunks)cypher/index.md(1 hunks)datatypes.md(1 hunks)docker-examples/README.md(1 hunks)integration/index.md(1 hunks)llm_support.md(1 hunks)operations/index.md(1 hunks)redisgraph-to-falkordb.md(1 hunks)
✅ Files skipped from review due to trivial changes (9)
- clients.md
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- datatypes.md
- integration/index.md
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🧰 Additional context used
🪛 LanguageTool
algorithms/index.md
[style] ~10-~10: The phrase “a variety of” may be wordy. To make your writing clearer, consider replacing it.
Context: ... and analyze graph data efficiently for a variety of use cases. ## Available Algorithms Be...
(A_VARIETY_OF)
[style] ~57-~57: Using many exclamation marks might seem excessive (in this case: 3 exclamation marks for a text that’s 1530 characters long)
Context: ...B). Happy graph analytics with FalkorDB!
(EN_EXCESSIVE_EXCLAMATION)
🪛 GitHub Actions: spellcheck
algorithms/index.md
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
🔇 Additional comments (2)
algorithms/index.md (2)
53-58: LGTM!The feedback section effectively encourages community participation and provides the necessary resource link.
🧰 Tools
🪛 LanguageTool
[style] ~57-~57: Using many exclamation marks might seem excessive (in this case: 3 exclamation marks for a text that’s 1530 characters long)
Context: ...B). Happy graph analytics with FalkorDB!(EN_EXCESSIVE_EXCLAMATION)
🪛 GitHub Actions: spellcheck
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
1-59: Address spellcheck pipeline failure.The term 'analytics' flagged by the spellchecker is correct technical terminology commonly used in data science. Consider adding it to the custom dictionary to prevent future pipeline failures.
✅ Verification successful
Add 'analytics' to custom dictionary to resolve spellcheck failures
Add the word 'analytics' to
.wordlist.txtin the repository root to prevent future spellcheck pipeline failures. This file is configured as the custom dictionary in.spellcheck.yml.🏁 Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Check if custom dictionary exists and suggest adding the word if [ -f ".github/workflows/spellcheck-wordlist.txt" ]; then echo "Add 'analytics' to custom dictionary at .github/workflows/spellcheck-wordlist.txt" else echo "Custom dictionary not found. Consider creating one at .github/workflows/spellcheck-wordlist.txt" fiLength of output: 255
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🪛 LanguageTool
[style] ~10-~10: The phrase “a variety of” may be wordy. To make your writing clearer, consider replacing it.
Context: ... and analyze graph data efficiently for a variety of use cases. ## Available Algorithms Be...(A_VARIETY_OF)
[style] ~57-~57: Using many exclamation marks might seem excessive (in this case: 3 exclamation marks for a text that’s 1530 characters long)
Context: ...B). Happy graph analytics with FalkorDB!(EN_EXCESSIVE_EXCLAMATION)
🪛 GitHub Actions: spellcheck
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
| ### Traversal Algorithms | ||
| - [BFS](algorithms/BFS) | ||
| - Performs a Breadth-First Search traversal of the graph. | ||
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| ### Centrality Algorithms | ||
| - [PageRank](algorithms/page_rank) | ||
| - Measures the importance of nodes based on incoming connections. | ||
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| ### Connectivity Algorithms | ||
| - [Degree](algorithms/degree) | ||
| - Calculates the degree of nodes, focusing on connectivity based on edge direction and type. | ||
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| ### Pathfinding Algorithms | ||
| - [Shortest Path](algorithms/shortest_path) | ||
| - Finds the shortest path between two nodes. | ||
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| ### Community Detection Algorithms | ||
| - [Label Propagation](algorithms/label_propagation) | ||
| - Identifies communities based on label diffusion through the graph. |
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💡 Codebase verification
Documentation structure is broken and inconsistent
The following documentation links are broken:
algorithms/BFS- directory doesn't existalgorithms/page_rank- directory doesn't existalgorithms/shortest_path- directory doesn't existalgorithms/label_propagation- directory doesn't exist
Additionally, there's an inconsistency where degree is documented in a flat file (algorithms/degree.md) while others use a directory-based approach in the navigation.
🔗 Analysis chain
Verify algorithm documentation links.
The links appear to be relative paths. Let's ensure they point to valid documentation files.
Note: 'Pathfinding' flagged by the spellchecker is a correct technical term and can be safely added to the dictionary.
🏁 Scripts executed
The following scripts were executed for the analysis:
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#!/bin/bash
# Description: Verify that all referenced algorithm documentation files exist
# Expected: All files should exist in the algorithms directory
for algo in "BFS" "page_rank" "degree" "shortest_path" "label_propagation"; do
if ! fd -t f "^${algo}\.(md|mdx)$" algorithms/; then
echo "Missing documentation for: $algo"
fi
done
Length of output: 638
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# Check if the algorithms are documented in directories with index files
for algo in "BFS" "page_rank" "degree" "shortest_path" "label_propagation"; do
echo "Checking $algo:"
# Check if directory exists
fd -t d "^${algo}$" algorithms/
# Check for index files in that directory
fd -t f "^index\.(md|mdx)$" "algorithms/${algo}" 2>/dev/null || true
done
Length of output: 1111
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🪛 GitHub Actions: spellcheck
[error] Spelling errors found: 'analytics' (appears twice)
[error] Spelling error found: 'Pathfinding'
Resolves: #118, #119
PR Type
Documentation
Description
Added comprehensive documentation for the Degree Procedure.
Included syntax, parameters, and output details.
Provided example graph setup and usage scenarios.
Added multiple examples with results for clarity.
Changes walkthrough 📝
degree.md
Added Degree Procedure documentation with examplesalgorithms/degree.md
Summary by CodeRabbit
Summary by CodeRabbit
influencers.