Data Processing
Herramienta avanzada de interpolación de datos que llena valores faltantes y genera puntos de datos usando varios métodos matemáticos. Perfecto para análisis de series temporales.
Llama a esta herramienta desde tu código en tres lenguajes.
curl -X POST 'https://api.elysiatools.com/es/api/tools/data-interpolator' \
-H 'Content-Type: application/json' \
-d '{"inputData":"date,temperature,humidity,pressure\n2024-01-01,25.5,60,1013.25\n2024-01-02,,65,1015.32\n2024-01-03,26.1,,1012.78\n2024-01-04,24.8,62,\n2024-01-05,25.2,61,1014.56","targetColumns":"temperature, humidity, pressure\n\nLeave empty to auto-detect numeric columns","indexColumn":"date or time","interpolationMethod":"linear","polynomialDegree":2,"extrapolationMethod":"none","maxGapSize":5,"fillDirection":"both","customValue":"0","preserveOriginal":false,"markInterpolated":true,"generateReport":true,"dateFormat":"YYYY-MM-DD","decimalPlaces":2}'Envía una petición POST con tus entradas en JSON. Los parámetros de tipo archivo requieren una subida previa.
POST https://api.elysiatools.com/es/api/tools/data-interpolator| Nombre | Tipo | Obligatorio | Descripción |
|---|---|---|---|
| inputData | textarea | Sí | — |
| targetColumns | textarea | No | — |
| indexColumn | text | No | Column to use as index for ordered interpolation (e.g., date, time, sequence) |
| interpolationMethod | select | No | — |
| polynomialDegree | number | No | Degree for polynomial interpolation (used when method is polynomial) |
| extrapolationMethod | select | No | — |
| maxGapSize | number | No | Maximum number of consecutive missing values to interpolate |
| fillDirection | select | No | — |
| customValue | text | No | Value to use when interpolation method is "custom" |
| preserveOriginal | checkbox | No | Keep original columns with "_original" suffix |
| markInterpolated | checkbox | No | Add columns to flag interpolated values |
| generateReport | checkbox | No | Include detailed interpolation analysis report |
| dateFormat | text | No | Format for date output (e.g., YYYY-MM-DD, MM/DD/YYYY) |
| decimalPlaces | number | No | Number of decimal places for numeric values |
Resultado de texto
{
"result": "Processed text content",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}Añade esta herramienta a tu servidor Model Context Protocol para que los agentes de IA puedan listarla y llamarla.
Añade este bloque a la configuración de tu cliente MCP:
{
"mcpServers": {
"elysiatools-data-interpolator": {
"name": "data-interpolator",
"description": "Herramienta avanzada de interpolación de datos que llena valores faltantes y genera puntos de datos usando varios métodos matemáticos. Perfecto para análisis de series temporales.",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=data-interpolator",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}Tras conectar al endpoint SSE, lista las herramientas expuestas:
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}Invoca la herramienta por su id; los argumentos se construyen a partir de sus parámetros:
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "data-interpolator",
"arguments": {
"inputData": "date,temperature,humidity,pressure\n2024-01-01,25.5,60,1013.25\n2024-01-02,,65,1015.32\n2024-01-03,26.1,,1012.78\n2024-01-04,24.8,62,\n2024-01-05,25.2,61,1014.56",
"targetColumns": "temperature, humidity, pressure\n\nLeave empty to auto-detect numeric columns",
"indexColumn": "date or time",
"interpolationMethod": "linear",
"polynomialDegree": 2,
"extrapolationMethod": "none",
"maxGapSize": 5,
"fillDirection": "both",
"customValue": "0",
"preserveOriginal": false,
"markInterpolated": true,
"generateReport": true,
"dateFormat": "YYYY-MM-DD",
"decimalPlaces": 2
}
}
}¿Dudas o problemas? Contacta con [email protected]