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file · Command reference

qzx getHumanLanguageStats

What it does

Analyzes files to estimate human-language distribution, with wildcard and recursive search support.

Command maturity: Alpha

Available for real use and feedback while its interface and behavior can still evolve. This is the current development-checkout assessment. Every future immutable release tag preserves the exact assessment shipped by that version. Available in PyPI 0.2.2.0.8. This page documents the 0.2.2.0.8 alpha development checkout.

Behavior and built-in protections

Inspects without changing state

Direct execution for this operation

Works without invoking native programs

Works without network access

No elevation required by design

Read-only analyzer. Dictionary warnings and per-file failures remain structured; any file failure propagates to the top-level status without contaminating JSON output.

This safety classification was reviewed by OpenAI GPT-5.6 Pro against implementation digest sha256:2be4683e7103ff4766a4b8c08ab7efea44c03b6c3df1963dc43bedaeed4bda4c on 2026-08-25.

Exact syntax

qzx getHumanLanguageStats <file_path> [ignore_comments] [min_word_length] [languages] [recursive] [show_files_match] --json

Parameters

Swipe or use the horizontal scrollbar to see every column.

NameTypeRequiredDefaultDescription
file_pathstrYesNot declaredPath to the file(s) to analyze. Supports wildcards like *.txt
ignore_commentsboolNofalseWhether to ignore code comments when analyzing text. Can use -i or --ignore-comments flag.
min_word_lengthintNo4Minimum length of words to consider for language detection
languagesstrNoNot declaredComma-separated list of languages to detect (default: all available)
recursiveboolNofalseWhether to search recursively in directories. Can use -r, -R, or --recursive flag.
show_files_matchboolNofalseWhether to show the list of files found. Can use --show_files_match flag.

Input examples

qzx getHumanLanguageStats myfile.txt

Analyze language distribution in a text file

qzx getHumanLanguageStats code.py -i

Analyze a Python file, ignoring code comments using flag

qzx getHumanLanguageStats "*.md" false 3

Analyze all Markdown files in current directory

qzx getHumanLanguageStats "docs/*.txt" -i

Analyze text files in docs directory, ignoring comments

qzx getHumanLanguageStats "src/**/*.py" -r

Analyze all Python files recursively in src directory using -r flag

qzx getHumanLanguageStats "**/*.py" -r -i

Analyze all Python files recursively, ignoring comments, using flags

qzx getHumanLanguageStats "**/*.py" -r --show_files_match

Analyze all Python files recursively and show the list of files found

For the complete structured payload, add --json: qzx getHumanLanguageStats <file_path> [ignore_comments] [min_word_length] [languages] [recursive] [show_files_match] --json

Representative output example

This illustrative JSON is derived from the current implementation-backed result contract. It shows what the command can return without claiming a recorded execution; values vary with inputs, host, permissions, and optional tools.

Example command: qzx getHumanLanguageStats myfile.txt --json

{
    "success": true,
    "message": "Analyzes files to estimate human-language distribution, with wildcard and recursive search support. In this illustrative example, the command completed successfully.",
    "meta": {
        "command": "getHumanLanguageStats",
        "command_maturity": {
            "stage": "alpha",
            "label": "Alpha",
            "sequence": 2,
            "public_executable": true,
            "stability": "interface_may_change",
            "summary": "Available for real use and feedback while its interface and behavior can still evolve.",
            "promotion_review_required": false,
            "assessment_scope": "development_checkout"
        },
        "duration_ms": 0,
        "schema_version": 1
    },
    "aggregated_stats": [
        {
            "name": "example",
            "status": "ok"
        }
    ],
    "file_stats": [
        {
            "path": "README.md",
            "language": "English",
            "confidence_percent": 98.4
        }
    ],
    "files_analyzed": "C:\\project\\example.txt",
    "files_failed": "C:\\project\\example.txt",
    "files_found": "C:\\project\\example.txt",
    "files_processed": "C:\\project\\example.txt",
    "matched_files": "C:\\project\\example.txt",
    "status": "ok",
    "warnings": [
        {
            "name": "example",
            "status": "ok"
        }
    ]
}
View the JSON result contract
{
    "$schema": "https://json-schema.org/draft/2020-12/schema",
    "type": "object",
    "required": [
        "success",
        "message",
        "meta"
    ],
    "properties": {
        "success": {
            "type": "boolean"
        },
        "message": {
            "type": "string"
        },
        "meta": {
            "type": "object",
            "required": [
                "command",
                "command_maturity",
                "duration_ms",
                "schema_version"
            ],
            "properties": {
                "command": {
                    "type": "string"
                },
                "command_maturity": {
                    "type": "object",
                    "required": [
                        "stage",
                        "label",
                        "sequence",
                        "public_executable",
                        "stability",
                        "summary",
                        "promotion_review_required",
                        "assessment_scope"
                    ],
                    "properties": {
                        "stage": {
                            "type": "string"
                        },
                        "label": {
                            "type": "string"
                        },
                        "sequence": {
                            "type": "integer"
                        },
                        "public_executable": {
                            "type": "boolean"
                        },
                        "stability": {
                            "type": "string"
                        },
                        "summary": {
                            "type": "string"
                        },
                        "promotion_review_required": {
                            "type": "boolean"
                        },
                        "assessment_scope": {
                            "type": "string"
                        },
                        "note": {
                            "type": "string"
                        },
                        "review": {
                            "type": "object",
                            "required": [
                                "reviewed_on",
                                "rationale",
                                "evidence"
                            ],
                            "properties": {
                                "reviewed_on": {
                                    "type": "string",
                                    "format": "date"
                                },
                                "rationale": {
                                    "type": "string"
                                },
                                "evidence": {
                                    "type": "array",
                                    "minItems": 1,
                                    "items": {
                                        "type": "string"
                                    }
                                },
                                "replacement": {
                                    "type": "string"
                                }
                            },
                            "additionalProperties": false
                        }
                    },
                    "additionalProperties": true
                },
                "duration_ms": {
                    "type": "number"
                },
                "schema_version": {
                    "type": "integer"
                }
            },
            "additionalProperties": true
        },
        "aggregated_stats": [],
        "error": {
            "type": "string"
        },
        "error_code": {
            "type": "string"
        },
        "file_stats": [],
        "files_analyzed": [],
        "files_failed": [],
        "files_found": [],
        "files_processed": [],
        "matched_files": [],
        "status": {
            "type": "string"
        },
        "warnings": []
    },
    "additionalProperties": true
}

Errors and limits

The public contract requires success=false and a descriptive message on failure. This catalog does not yet declare a command-specific error taxonomy; inspect the result and do not invent error codes.

QZX is alpha software. Optional dependencies, permissions, and host capabilities can change the result.

Evidence workflow: ready for deterministic automated capture.

Evidence and provenance

Documentation channel
Development documentation 0.2.2.0.8 · main · sha256:9aa902dfb6b006017e52972bf7871fef49b03ec24ff80741231d743d0354bfc2
Availability
0.2.2.0.8 or earlier

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