Update Docs towards New Version Deploy #155
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…ncdancy in match.md. fixed links
WalkthroughSeveral new documentation files were added covering graph algorithms (BFS, PageRank, SPpaths, SSpaths, WCC), a general algorithms index, and the Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant FalkorDB
participant AlgorithmsModule
User->>FalkorDB: CALL algo.bfs(start_node, max_depth, relationship)
FalkorDB->>AlgorithmsModule: Execute BFS algorithm
AlgorithmsModule-->>FalkorDB: Return nodes, edges
FalkorDB-->>User: Output results
User->>FalkorDB: CALL algo.pagerank([label], [relationship])
FalkorDB->>AlgorithmsModule: Execute PageRank
AlgorithmsModule-->>FalkorDB: Return node, score
FalkorDB-->>User: Output results
User->>FalkorDB: CALL algo.SPpaths(source, target, ...)
FalkorDB->>AlgorithmsModule: Execute SPpaths
AlgorithmsModule-->>FalkorDB: Return path, pathWeight, pathCost
FalkorDB-->>User: Output results
User->>FalkorDB: CALL algo.SSpaths(source, ...)
FalkorDB->>AlgorithmsModule: Execute SSpaths
AlgorithmsModule-->>FalkorDB: Return path, pathWeight, pathCost
FalkorDB-->>User: Output results
User->>FalkorDB: CALL algo.wcc([config])
FalkorDB->>AlgorithmsModule: Execute WCC
AlgorithmsModule-->>FalkorDB: Return node, componentId
FalkorDB-->>User: Output results
User->>FalkorDB: GRAPH.MEMORY USAGE <graph-name> [SAMPLES <count>]
FalkorDB-->>User: Return memory usage statistics
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Actionable comments posted: 8
🧹 Nitpick comments (16)
configuration.md (1)
397-416: Clarify load-time-only behaviorExplicitly note in the
DEDUPLICATE_STRINGSsection that this parameter is load-time-only and cannot be modified at run-time viaGRAPH.CONFIG SET. Consider adding:“This parameter is load-time-only; attempting to set it at run-time will result in an error.”
🧰 Tools
🪛 LanguageTool
[uncategorized] ~409-~409: Loose punctuation mark.
Context: ...GSisno. #### Valid values -yes`: Enables string interning (deduplication...(UNLIKELY_OPENING_PUNCTUATION)
🪛 markdownlint-cli2 (0.17.2)
415-415: Dollar signs used before commands without showing output
null(MD014, commands-show-output)
commands/graph.mamory-usage.md (3)
12-16: Enhance usage example clarityShow a sample output to illustrate the format of the returned array. For example:
GRAPH.MEMORY USAGE myGraph # => [50.2, 10.0, 5.1, 20.6, 14.5, 0.0]This helps users map output values to the fields listed.
25-37: Document field order explicitlyAdd a note that the returned array values are ordered as listed in the table (total_graph_sz_mb, label_matrices_sz_mb, etc.), so users know which index corresponds to which metric.
50-54: Specify default sample countIn the Notes section, state the default
SAMPLESvalue used when the argument is omitted (e.g., 100) so users have precise expectations about the sampling behavior.algorithms/pagerank.md (2)
1-4: Add navigation metadataInclude
nav_order(and optionallyparent: "Algorithms") in the YAML front-matter to integrate this document under the Algorithms section:--- title: "PageRank" nav_order: 2 parent: "Algorithms" ---🧰 Tools
🪛 GitHub Actions: spellcheck
[error] 1-1: Spelling errors detected: 'Brin', 'Sergey'.
95-97: Fix list indentation under Usage NotesResolve the MD007 warning by using 2-space indentation for list items under Interpreting scores:
- - PageRank scores are relative, not absolute measures - - The sum of all scores in a graph equals 1.0 - - Scores typically follow a power-law distribution + - PageRank scores are relative, not absolute measures + - The sum of all scores in a graph equals 1.0 + - Scores typically follow a power-law distribution🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
95-95: Unordered list indentation
Expected: 0; Actual: 3(MD007, ul-indent)
96-96: Unordered list indentation
Expected: 0; Actual: 3(MD007, ul-indent)
97-97: Unordered list indentation
Expected: 0; Actual: 3(MD007, ul-indent)
cypher/functions.md (2)
201-208: Correct table formatting for Path functionsEnsure the new Path functions table has leading and trailing pipes and aligned separators. Add a trailing pipe on the
allShortestPathsrow and align the header:| Function | Description | |--------------------------------------------|--------------------------------------------------------------| - | [allShortestPaths(...)](#about-path-functions) * | Returns all the shortest paths between a pair of entities + | [allShortestPaths(...)](#about-path-functions) * | Returns all the shortest paths between a pair of entities |🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
207-207: Table pipe style
Expected: leading_and_trailing; Actual: leading_only; Missing trailing pipe(MD055, table-pipe-style)
328-335: Refine wording in About Path FunctionsReduce wordiness and improve clarity in the
shortestPathdescription. For example:- `shortestPath` returns one of the shortest paths. If there is more than one, only one is retrieved. + The `shortestPath` function returns a single shortest path; if multiple exist, it returns one arbitrarily.algorithms/wcc.md (2)
53-53: Remove trailing punctuation from heading
Change the "Examples" heading to comply with markdownlint MD026:-## Examples: +## Examples
40-44: Ensure blank lines around parameters table
Add a blank line before and after the table to satisfy markdownlint MD058:The procedure accepts an optional configuration `Map` with the following parameters: + | Name | Type | Default | Description | |---------------------|-------|------------------------|----------------------------------------------------------------------------------| | `nodeLabels` | Array | All labels | Array of node labels to filter which nodes are included in the computation | | `relationshipTypes` | Array | All relationship types | Array of relationship types to define which edges are traversed | +algorithms/sppath.md (3)
52-52: Remove trailing punctuation from Examples heading
Update the heading to remove the colon as per markdownlint MD026:-## Examples: +## Examples🧰 Tools
🪛 LanguageTool
[uncategorized] ~52-~52: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ...oss the path (if used) | ## Examples: Lets take this Road Network Grpah as an exam...(AI_HYDRA_LEO_APOSTROPHE_S_XS)
🪛 markdownlint-cli2 (0.17.2)
52-52: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
57-57: Remove trailing colon from subheading
Modify the subheading to remove the trailing colon:-### Example: Shortest Path by Distance from City A to City G: +### Example: Shortest Path by Distance from City A to City G🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
57-57: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
69-75: Add blank lines around result table
Insert blank lines before and after the table to satisfy markdownlint MD058:CALL algo.SPpaths({ sourceNode: a, targetNode: g, relTypes: ['Road'], weightProp: 'dist' }) YIELD path, pathWeight RETURN pathWeight, [n in nodes(path) | n.name] AS pathNodes + | pathWeight | pathNodes | |------------|---------------| | `12` | [A, D, E G] | +🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
71-71: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
72-72: Tables should be surrounded by blank lines
null(MD058, blanks-around-tables)
algorithms/bfs.md (1)
16-19: Specify Cypher syntax highlighting
Use a language specifier on the code fence for consistency and readability:-``` +```cypher CALL algo.bfs(start_node, max_depth, relationship) YIELD nodes, edges</blockquote></details> <details> <summary>algorithms/sspath.md (2)</summary><blockquote> `31-31`: **Remove trailing punctuation from heading** Update to comply with markdownlint MD026: ```diff -## Examples: +## Examples🧰 Tools
🪛 LanguageTool
[uncategorized] ~31-~31: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ...targetNodeis omitted. ## Examples: Lets take this Road Network Grpah as an exam...(AI_HYDRA_LEO_APOSTROPHE_S_XS)
53-63: Ensure blank lines around expected-result tables
Add blank lines before and after the tables to satisfy markdownlint MD058:### Example: All Shortest Paths by Distance (up to 10 km) MATCH (a:City{name:'A'}) CALL algo.SSpaths({ sourceNode: a, relTypes: ['Road'], costProp: 'dist', maxCost: 10, pathCount: 1000 }) YIELD path, pathCost RETURN pathCost, [n in nodes(path) | n.name] AS pathNodes ORDER BY pathCost + | pathCost | pathNodes | |----------| ---------- | | `2` | [A, D] | | `3` | [A, B] | | `6` | [A, D, C] | | `7` | [A, D, E] | | `8` | [A, C] | | `10` | [A, B, E] | + ### Example: Top 5 Shortest Paths from A by Distance ...
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⛔ Files ignored due to path filters (3)
images/graph_bfs.pngis excluded by!**/*.pngimages/graph_page_rank.pngis excluded by!**/*.pngimages/wcc.pngis excluded by!**/*.png
📒 Files selected for processing (12)
algorithms/bfs.md(1 hunks)algorithms/index.md(1 hunks)algorithms/pagerank.md(1 hunks)algorithms/sppath.md(1 hunks)algorithms/sspath.md(1 hunks)algorithms/wcc.md(1 hunks)commands/graph.mamory-usage.md(1 hunks)configuration.md(2 hunks)cypher/algorithms.md(0 hunks)cypher/functions.md(2 hunks)cypher/match.md(0 hunks)path_algorithm.md(0 hunks)
💤 Files with no reviewable changes (3)
- cypher/algorithms.md
- cypher/match.md
- path_algorithm.md
🧰 Additional context used
🪛 LanguageTool
configuration.md
[uncategorized] ~409-~409: Loose punctuation mark.
Context: ...GSisno. #### Valid values - yes`: Enables string interning (deduplication...
(UNLIKELY_OPENING_PUNCTUATION)
cypher/functions.md
[uncategorized] ~339-~339: Possible missing preposition found.
Context: ...## shortestPath shortestPath returns one of the shortest paths. If there is more...
(AI_EN_LECTOR_MISSING_PREPOSITION)
[style] ~341-~341: ‘prior to’ might be wordy. Consider a shorter alternative.
Context: ...is pattern's endpoints must be resolved prior to the function call, and no property filt...
(EN_WORDINESS_PREMIUM_PRIOR_TO)
[style] ~341-~341: Three successive sentences begin with the same word. Consider rewording the sentence or use a thesaurus to find a synonym.
Context: ... will be included in the returned path. If no shortest path can be found, NULL is ...
(ENGLISH_WORD_REPEAT_BEGINNING_RULE)
algorithms/sppath.md
[uncategorized] ~52-~52: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ...oss the path (if used) | ## Examples: Lets take this Road Network Grpah as an exam...
(AI_HYDRA_LEO_APOSTROPHE_S_XS)
algorithms/sspath.md
[uncategorized] ~31-~31: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ... targetNode is omitted. ## Examples: Lets take this Road Network Grpah as an exam...
(AI_HYDRA_LEO_APOSTROPHE_S_XS)
🪛 markdownlint-cli2 (0.17.2)
configuration.md
415-415: Dollar signs used before commands without showing output
null
(MD014, commands-show-output)
cypher/functions.md
207-207: Table pipe style
Expected: leading_and_trailing; Actual: leading_only; Missing trailing pipe
(MD055, table-pipe-style)
algorithms/sppath.md
52-52: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
57-57: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
71-71: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
72-72: Tables should be surrounded by blank lines
null
(MD058, blanks-around-tables)
77-77: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
94-94: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
95-95: Tables should be surrounded by blank lines
null
(MD058, blanks-around-tables)
algorithms/pagerank.md
95-95: Unordered list indentation
Expected: 0; Actual: 3
(MD007, ul-indent)
96-96: Unordered list indentation
Expected: 0; Actual: 3
(MD007, ul-indent)
97-97: Unordered list indentation
Expected: 0; Actual: 3
(MD007, ul-indent)
🪛 GitHub Actions: spellcheck
configuration.md
[error] 1-1: Spelling errors detected: 'DEDUPLICATE', 'deduplicates', 'deduplication', '' tags present.
algorithms/index.md
[error] 1-1: Spelling errors detected: 'analytics', 'Pathfinding', 'SPPATH', 'SSPATH', 'WCC'.
algorithms/wcc.md
[error] 1-1: Multiple spelling errors detected: 'WCC', 'undirected', 'preprocessing', 'subgraphs', 'directionality', 'iteratively', 'Grpah'.
algorithms/sppath.md
[error] 1-1: Spelling error detected: 'Grpah'.
algorithms/pagerank.md
[error] 1-1: Spelling errors detected: 'Brin', 'Sergey'.
algorithms/sspath.md
[error] 1-1: Spelling error detected: 'Grpah'.
🔇 Additional comments (1)
configuration.md (1)
88-88: Validate anchor link consistencyEnsure that the table entry
[DEDUPLICATE_STRINGS](#deduplicate_strings)correctly matches the section heading’s generated anchor (deduplicate_strings). Verify that clicking this link navigates to the new section as expected.
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♻️ Duplicate comments (3)
algorithms/sspath.md (2)
29-29: Fix cross-reference link
The link currently points to./sspath.md#syntaxbut should reference the SPpaths documentation insppath.md#syntax.
32-32: Correct grammar in example introduction
Add the missing apostrophe in "Lets" to become "Let's".algorithms/wcc.md (1)
55-55: Correct example introduction grammar
Add the missing apostrophe in "Lets" to become "Let's".
🧹 Nitpick comments (1)
algorithms/wcc.md (1)
57-57: Improve alt text for accessibility
The alt text "Graph BFS" does not match this WCC example. Consider updating it to something like"Weakly Connected Components graph".
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📒 Files selected for processing (5)
algorithms/index.md(1 hunks)algorithms/sppath.md(1 hunks)algorithms/sspath.md(1 hunks)algorithms/wcc.md(1 hunks)commands/graph.memory-usage.md(1 hunks)
✅ Files skipped from review due to trivial changes (1)
- commands/graph.memory-usage.md
🚧 Files skipped from review as they are similar to previous changes (2)
- algorithms/sppath.md
- algorithms/index.md
🧰 Additional context used
🪛 LanguageTool
algorithms/wcc.md
[uncategorized] ~54-~54: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ... the node belongs to | ## Examples Lets take this Social Graph as an example: ...
(AI_HYDRA_LEO_APOSTROPHE_S_XS)
🪛 GitHub Actions: spellcheck
algorithms/wcc.md
[error] 1-1: Spelling errors detected: 'WCC', 'undirected', 'preprocessing', 'subgraphs', 'directionality', 'iteratively'.
🔇 Additional comments (1)
algorithms/wcc.md (1)
33-33: Verify procedure name casing
The syntax showsCALL algo.wcc([config]), but algorithm procedure names are typically uppercase (e.g.,CALL algo.WCC(...)). Please confirm the correct casing and update accordingly.
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Actionable comments posted: 1
♻️ Duplicate comments (4)
algorithms/wcc.md (1)
56-56: Fix missing apostrophe in example caption.
Change “Lets” to “Let's” to correct the contraction.-Lets take this Social Graph as an example: +Let's take this Social Graph as an example:algorithms/sppath.md (1)
55-55: Fix missing apostrophe in example introduction.
Change “Lets” to “Let's” to correct the contraction.-Lets take this Road Network Graph as an example: +Let's take this Road Network Graph as an example:algorithms/sspath.md (2)
32-32: Fix missing apostrophe in example introduction.
Change “Lets” to “Let's” to correct the contraction.-Lets take this Road Network Graph as an example: +Let's take this Road Network Graph as an example:
29-29:⚠️ Potential issueFix cross-reference link.
The link incorrectly points tosspath.md; it should referencesppath.mdfor the SPpaths syntax.-Same as [`algo.SPpaths`](./sspath.md), except `targetNode` is omitted. +Same as [`algo.SPpaths`](./sppath.md), except `targetNode` is omitted.
🧹 Nitpick comments (8)
algorithms/pagerank.md (2)
95-97: Fix list indentation in Usage Notes.
Unordered list items should not be indented; remove leading spaces for consistency.- - PageRank scores are relative, not absolute measures - - The sum of all scores in a graph equals 1.0 - - Scores typically follow a power-law distribution + - PageRank scores are relative, not absolute measures + - The sum of all scores in a graph equals 1.0 + - Scores typically follow a power-law distribution🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
97-97: Unordered list indentation
Expected: 0; Actual: 3(MD007, ul-indent)
72-72: Enhance image alt text.
Use clearer, more descriptive alt text for the PageRank example image for accessibility.- +algorithms/sppath.md (3)
54-54: Remove trailing punctuation in heading.
The “## Examples:” heading should not end with a colon.-## Examples: +## Examples🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
54-54: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
59-59: Remove trailing punctuation in subheading.
The “### Example: Shortest Path by Distance from City A to City G:” heading should not end with a colon.-### Example: Shortest Path by Distance from City A to City G: +### Example: Shortest Path by Distance from City A to City G🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
59-59: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
74-74: Surround tables with blank lines.
Add a blank line before and after the result table for better readability.+ | pathWeight | pathNodes | |------------|---------------| | `12` | [A, D, E G] | +🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
74-74: Tables should be surrounded by blank lines
null(MD058, blanks-around-tables)
algorithms/sspath.md (3)
31-31: Remove trailing punctuation in heading.
The “## Examples:” heading should not end with a colon.-## Examples: +## Examples🧰 Tools
🪛 LanguageTool
[uncategorized] ~31-~31: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ...targetNodeis omitted. ## Examples: Lets take this Road Network Graph as an exam...(AI_HYDRA_LEO_APOSTROPHE_S_XS)
🪛 markdownlint-cli2 (0.17.2)
31-31: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
53-53: Remove trailing punctuation in subheading.
The “#### Expected Result:” heading should not end with a colon.-#### Expected Result: +#### Expected Result🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
53-53: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
81-81: Remove trailing punctuation in subheading.
The “#### Expected Result:” heading should not end with a colon.-#### Expected Result: +#### Expected Result🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
81-81: Trailing punctuation in heading
Punctuation: ':'(MD026, no-trailing-punctuation)
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📒 Files selected for processing (6)
algorithms/bfs.md(1 hunks)algorithms/index.md(1 hunks)algorithms/pagerank.md(1 hunks)algorithms/sppath.md(1 hunks)algorithms/sspath.md(1 hunks)algorithms/wcc.md(1 hunks)
🚧 Files skipped from review as they are similar to previous changes (2)
- algorithms/bfs.md
- algorithms/index.md
🧰 Additional context used
🪛 markdownlint-cli2 (0.17.2)
algorithms/sppath.md
54-54: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
59-59: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
73-73: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
74-74: Tables should be surrounded by blank lines
null
(MD058, blanks-around-tables)
79-79: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
96-96: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
97-97: Tables should be surrounded by blank lines
null
(MD058, blanks-around-tables)
algorithms/pagerank.md
97-97: Unordered list indentation
Expected: 0; Actual: 3
(MD007, ul-indent)
98-98: Unordered list indentation
Expected: 0; Actual: 3
(MD007, ul-indent)
99-99: Unordered list indentation
Expected: 0; Actual: 3
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algorithms/sspath.md
31-31: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
53-53: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
54-54: Tables should be surrounded by blank lines
null
(MD058, blanks-around-tables)
81-81: Trailing punctuation in heading
Punctuation: ':'
(MD026, no-trailing-punctuation)
82-82: Tables should be surrounded by blank lines
null
(MD058, blanks-around-tables)
🪛 LanguageTool
algorithms/sspath.md
[uncategorized] ~31-~31: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ... targetNode is omitted. ## Examples: Lets take this Road Network Graph as an exam...
(AI_HYDRA_LEO_APOSTROPHE_S_XS)
algorithms/wcc.md
[uncategorized] ~55-~55: It seems likely that a singular genitive (’s) apostrophe is missing.
Context: ... the node belongs to | ## Examples Lets take this Social Graph as an example: ...
(AI_HYDRA_LEO_APOSTROPHE_S_XS)
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🧹 Nitpick comments (1)
cypher/indexing.md (1)
221-233: Enhancement: include a string-array example and note multi-valued index behavior.
To showcase that array indexing works for strings as well, consider adding an example like:+```sh +# Create a node with a string-array property +GRAPH.QUERY DEMO_GRAPH "CREATE (:Item {tags: ['red', 'blue', 'green']})" + +# Use the array index to find nodes containing 'blue' +GRAPH.QUERY DEMO_GRAPH "MATCH (i:Item) WHERE 'blue' IN i.tags RETURN i" +```Additionally, you could mention that this index behaves as a multi-valued index, indexing each element separately under the hood.
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cypher/indexing.md
[error] 1-1: Spelling check failed: Misspelled word '' found in the file.
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cypher/indexing.md (1)
215-219: New Array Indices section is clear and accurate.
The heading and description correctly explain that FalkorDB supports indexing scalar arrays and explicitly call out unsupported types. This aligns well with the existing indexing documentation.
Summary by CodeRabbit
New Features
GRAPH.MEMORY USAGEcommand, detailing memory usage reporting for graphs.Documentation
INoperator.