Audit caller-supplied CSV data quality: infer column types, count missing and duplicate va
Audit caller-supplied CSV data quality: infer column types, count missing and duplicate values, and flag malformed row widths without network access.
10000 (raw units)
price
3
calls / 30d
3
unique payers
2026-09-14
updated
Provider
foundry-par007-machine-revenue-mainnet.inference-chip-index.workers.dev · discovered, not yet claimed by its owner
Payment (x402 accepts[])
[
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0x25e8245f07d5e4873987293dad666afbe56a9608",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "10000",
"maxTimeoutSeconds": 60
}
]Output schema
{
"bazaar": {
"info": {
"input": {
"body": {
"csv": "name,score\nAda,10\nLin,",
"has_header": true
},
"bodyType": "json",
"method": "POST",
"type": "http"
},
"output": {
"example": {
"endpoint": "csv-quality-profile",
"protocol": "x402-v2",
"result": {
"column_count": 2,
"columns": [
{
"duplicate_nonempty_count": 0,
"examples": [
"Ada",
"Lin"
],
"inferred_type": "string",
"max_length": 3,
"min_length": 3,
"name": "name",
"null_or_empty_count": 0,
"numeric_max": null,
"numeric_min": null,
"unique_count": 2
},
{
"duplicate_nonempty_count": 0,
"examples": [
"10"
],
"inferred_type": "integer",
"max_length": 2,
"min_length": 2,
"name": "score",
"null_or_empty_count": 1,
"numeric_max": 10,
"numeric_min": 10,
"unique_count": 1
}
],
"delimiter": ",",
"duplicate_headers": [],
"has_header": true,
"headers": [
"name",
"score"
],
"inconsistent_row_count": 0,
"inconsistent_rows": [],
"input_sha256": "8d2f18a153292a78df165121ca2b8fb9989a2329356ae5e3ccd3749a8b1b3b70",
"row_count": 2
},
"service": "Foundry PAR-007",
"version": "illustrative"
},
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"additionalProperties": false,
"properties": {
"csv": {
"maxLength": 65536,
"minLength": 1,
"type": "string"
},
"delimiter": {
"enum": [
",",
";",
"\t",
"|"
],
"type": "string"
},
"has_header": {
"default": true,
"type": "boolean"
}
},
"required": [
"csv"
],
"type": "object"
},
"bodyType": {
"enum": [
"json",
"form-data",
"text"
],
"type": "string"
},
"method": {
"enum": [
"POST"
],
"type": "string"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"additionalProperties": false,
"properties": {
"endpoint": {
"const": "csv-quality-profile",
"type": "string"
},
"protocol": {
"const": "x402-v2",
"type": "string"
},
"result": {
"additionalProperties": false,
"properties": {
"column_count": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
},
"columns": {
"items": {
"additionalProperties": false,
"properties": {
"duplicate_nonempty_count": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
},
"examples": {
"items": {
"type": "string"
},
"type": "array"
},
"inferred_type": {
"enum": [
"empty",
"boolean",
"integer",
"number",
"date",
"string",
"mixed"
],
"type": "string"
},
"max_length": {
"type": [
"number",
"null"
]
},
"min_length": {
"type": [
"number",
"null"
]
},
"name": {
"type": "string"
},
"null_or_empty_count": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
},
"numeric_max": {
"type": [
"number",
"null"
]
},
"numeric_min": {
"type": [
"number",
"null"
]
},
"unique_count": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
}
},
"required": [
"name",
"inferred_type",
"null_or_empty_count",
"unique_count",
"duplicate_nonempty_count",
"min_length",
"max_length",
"numeric_min",
"numeric_max",
"examples"
],
"type": "object"
},
"type": "array"
},
"delimiter": {
"type": "string"
},
"duplicate_headers": {
"items": {
"type": "string"
},
"type": "array"
},
"has_header": {
"type": "boolean"
},
"headers": {
"items": {
"type": "string"
},
"type": "array"
},
"inconsistent_row_count": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
},
"inconsistent_rows": {
"items": {
"additionalProperties": false,
"properties": {
"columns": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
},
"row": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
}
},
"required": [
"row",
"columns"
],
"type": "object"
},
"type": "array"
},
"input_sha256": {
"pattern": "^[a-f0-9]{64}$",
"type": "string"
},
"row_count": {
"maximum": 9007199254740991,
"minimum": -9007199254740991,
"type": "integer"
}
},
"required": [
"input_sha256",
"delimiter",
"has_header",
"row_count",
"column_count",
"headers",
"duplicate_headers",
"inconsistent_row_count",
"inconsistent_rows",
"columns"
],
"type": "object"
},
"service": {
"type": "string"
},
"version": {
"type": "string"
}
},
"required": [
"endpoint",
"protocol",
"result",
"service",
"version"
],
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
}
}Use it
curl
curl "https://foundry-par007-machine-revenue-mainnet.inference-chip-index.workers.dev/v1/csv/profile" # -> 402 Payment Required, accepts[] lists how to pay # retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid
JavaScript
const res = await fetch("https://foundry-par007-machine-revenue-mainnet.inference-chip-index.workers.dev/v1/csv/profile");
if (res.status === 402) {
const { accepts } = await res.json();
// pay one of accepts[] via an x402 client, then retry with the payment header
}Python
import httpx
res = httpx.get("https://foundry-par007-machine-revenue-mainnet.inference-chip-index.workers.dev/v1/csv/profile")
if res.status_code == 402:
accepts = res.json()["accepts"]
# pay one of accepts[] via an x402 client, then retry with the payment headerMachine-readable
Everything on this page is also available as clean JSON at /resources/7969.json, and this resource appears in /discovery/resources and /discovery/search.