Data Processing
Outil avancé d'interpolation de données qui remplit les valeurs manquantes et génère des points de données en utilisant diverses méthodes mathématiques.
Appelez cet outil depuis votre code en trois langages.
curl -X POST 'https://api.elysiatools.com/fr/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}'Envoyez une requête POST avec vos entrées en JSON. Les paramètres de type fichier nécessitent un upload préalable.
POST https://api.elysiatools.com/fr/api/tools/data-interpolator| Nom | Type | Requis | Description |
|---|---|---|---|
| inputData | textarea | Oui | — |
| targetColumns | textarea | Non | — |
| indexColumn | text | Non | Column to use as index for ordered interpolation (e.g., date, time, sequence) |
| interpolationMethod | select | Non | — |
| polynomialDegree | number | Non | Degree for polynomial interpolation (used when method is polynomial) |
| extrapolationMethod | select | Non | — |
| maxGapSize | number | Non | Maximum number of consecutive missing values to interpolate |
| fillDirection | select | Non | — |
| customValue | text | Non | Value to use when interpolation method is "custom" |
| preserveOriginal | checkbox | Non | Keep original columns with "_original" suffix |
| markInterpolated | checkbox | Non | Add columns to flag interpolated values |
| generateReport | checkbox | Non | Include detailed interpolation analysis report |
| dateFormat | text | Non | Format for date output (e.g., YYYY-MM-DD, MM/DD/YYYY) |
| decimalPlaces | number | Non | Number of decimal places for numeric values |
Résultat texte
{
"result": "Processed text content",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}Ajoutez cet outil à votre serveur Model Context Protocol pour que les agents IA puissent le lister et l'appeler.
Ajoutez ce bloc à la configuration de votre client MCP :
{
"mcpServers": {
"elysiatools-data-interpolator": {
"name": "data-interpolator",
"description": "Outil avancé d'interpolation de données qui remplit les valeurs manquantes et génère des points de données en utilisant diverses méthodes mathématiques.",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=data-interpolator",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}Après connexion au point d'accès SSE, listez les outils exposés :
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}Appelez l'outil par son id ; les arguments sont construits à partir de ses paramètres :
{
"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
}
}
}Des questions ou un problème ? Contactez [email protected]