128 lines
6.6 KiB
JSON
128 lines
6.6 KiB
JSON
[
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{
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"name": "get_excel_sheets",
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"description": "Get all sheet names list of Excel file. For CSV files, returns ['default']",
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"inputSchema": {
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"type": "object",
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"properties": {
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"file_path": {
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"type": "string",
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"description": "Excel file path"
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}
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},
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"required": ["file_path"]
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}
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},
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{
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"name": "get_table_schema",
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"description": "Get schema field list of Excel or CSV file",
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"inputSchema": {
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"type": "object",
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"properties": {
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"file_path": {
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"type": "string",
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"description": "Excel or CSV file path"
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},
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"sheet_name": {
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"type": "string",
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"description": "Excel sheet name (not required for CSV files)"
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}
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},
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"required": ["file_path"]
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}
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},
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{
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"name": "full_text_search",
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"description": "**Function**: Perform full-text search in Excel/CSV files, supporting mixed search with multiple keywords and regular expressions, returning CSV format results sorted by match count.\n\n**Applicable Scenarios**: Comprehensive search based on text content, finding data rows containing specific keywords or patterns.\n\n**Parameters**:\n- `file_path`: Excel or CSV file path\n- `keywords`: Array of search keywords and regex expressions\n- `top_k`: Maximum number of results to return (default 10)\n- `case_sensitive`: Whether to distinguish case sensitivity (default false)\n\n**Returns**: CSV format results including sheet name, row number, match count, matched content, etc.\n\n**Advantages**:\n- Sorted by match count, prioritizing most relevant results\n- Supports complex regular expression patterns\n- Automatically searches all Excel sheets\n- Results output in CSV format for further processing",
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"inputSchema": {
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"type": "object",
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"properties": {
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"file_path": {
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"type": "string",
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"description": "Excel or CSV file path"
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},
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"keywords": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Array of keywords and regex expressions to search. Supports: 1) Regular keywords 2) /pattern/ format regex 3) r\"pattern\" format regex 4) Strings containing regex special characters"
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},
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"top_k": {
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"type": "integer",
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"description": "Maximum number of results to return, default 10",
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"default": 10
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},
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"case_sensitive": {
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"type": "boolean",
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"description": "Whether to distinguish case sensitivity, default false",
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"default": false
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}
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},
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"required": ["file_path", "keywords"]
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}
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},
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{
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"name": "filter_search",
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"description": "**Function**: Search Excel/CSV file data based on specified fields and filter conditions.\n\n**Applicable Scenarios**: Precise data filtering and queries based on specific field conditions.\n\n**Parameters**:\n- `file_path`: Excel or CSV file path\n- `sheet_name`: Excel sheet name (optional)\n- `filters`: Filter condition object, format: {field_name: {operator: operator, value: filter_value}}\n\n**Supported Operators**:\n- `eq`: Equal to\n- `gt`: Greater than\n- `lt`: Less than\n- `gte`: Greater than or equal to\n- `lte`: Less than or equal to\n- `contains`: Contains\n- `regex`: Regular expression match\n\n**Returns**: CSV format filtered results\n\n**Use Cases**:\n- Numeric range queries: Price filtering, quantity filtering, etc.\n- Text pattern matching: Product names, descriptions, etc.\n- Date/time filtering: Filtering based on date fields",
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"inputSchema": {
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"type": "object",
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"properties": {
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"file_path": {
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"type": "string",
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"description": "Excel or CSV file path"
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},
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"sheet_name": {
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"type": "string",
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"description": "Excel sheet name (optional)"
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},
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"filters": {
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"type": "object",
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"description": "Filter condition object, format: {field_name: {operator: operator, value: filter_value}}",
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"properties": {
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"operator": {
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"type": "string",
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"enum": ["eq", "gt", "lt", "gte", "lte", "contains", "regex"],
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"description": "Operators: eq(equal), gt(greater than), lt(less than), gte(greater than or equal), lte(less than or equal), contains(contains), regex(regex)"
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},
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"value": {
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"description": "Filter value"
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}
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}
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}
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},
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"required": ["file_path", "filters"]
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}
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},
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{
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"name": "get_field_enums",
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"description": "Get enumeration value list of specified fields in Excel/CSV files, supporting statistics of occurrence count and percentage for each value, useful for data analysis and field value exploration",
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"inputSchema": {
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"type": "object",
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"properties": {
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"file_path": {
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"type": "string",
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"description": "Excel or CSV file path"
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},
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"sheet_name": {
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"type": "string",
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"description": "Excel sheet name (not required for CSV files)"
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},
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"field_names": {
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"type": "array",
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"items": {"type": "string"},
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"description": "Array of field names to get enumeration values for"
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},
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"max_enum_count": {
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"type": "integer",
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"description": "Maximum enumeration value count to return per field, default 100",
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"default": 100
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},
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"min_occurrence": {
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"type": "integer",
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"description": "Minimum occurrence count for enumeration values, default 1 (filters out values with too few occurrences)",
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"default": 1
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}
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},
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"required": ["file_path", "field_names"]
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}
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}
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] |