技能 数据科学 Flexport数据处理与合规管理

Flexport数据处理与合规管理

v20260423
flexport-data-handling
本技能包旨在处理和管理Flexport复杂的全球供应链数据,涵盖运输记录、报关文件和发票等敏感信息。它集成了数据脱敏、PII保护、GDPR/CCPA合规性检查,并严格执行不同类型数据的保留期限(如海关记录的5年、财务记录的7年),确保所有导出操作符合国际贸易合规标准。
获取技能
246 次下载
概览

Flexport Data Handling

Overview

Flexport logistics data encompasses shipment records, bills of lading, customs declarations, commercial invoices, tracking events, and trade compliance documents. This data crosses international borders and regulatory jurisdictions, requiring strict handling for PII (shipper/consignee contacts), controlled export data (HS codes, ITAR items), and financial records (invoices, duty payments). All integrations must enforce GDPR/CCPA compliance, customs data retention mandates, and C-TPAT supply chain security standards.

Data Classification

Data Type Sensitivity Retention Encryption
Shipment records Medium 1 year post-delivery AES-256 at rest
Customs declarations High (trade compliance) 5 years (CBP requirement) AES-256 + TLS
Commercial invoices High (financial) 7 years (tax/audit) AES-256 at rest
Contact PII (shipper/consignee) High Until deletion request Field-level encryption
Tracking events Low 90 days TLS in transit

Data Import

interface FlexportShipment {
  id: string; ref: string; status: string;
  shipper: { name: string; email: string; address: string };
  consignee: { name: string; email: string; address: string };
  hsCode: string; incoterm: string; cargoReadyDate: string;
}

async function importShipments(cursor?: string): Promise<FlexportShipment[]> {
  const allShipments: FlexportShipment[] = [];
  let nextCursor = cursor;
  do {
    const res = await fetch(`https://api.flexport.com/v2/shipments?page[after]=${nextCursor || ''}`, {
      headers: { Authorization: `Bearer ${process.env.FLEXPORT_API_TOKEN}` },
    });
    const data = await res.json();
    for (const s of data.data) {
      if (!s.id || !s.attributes.ref) throw new Error(`Invalid shipment: missing required fields`);
      allShipments.push(s.attributes);
    }
    nextCursor = data.links?.next ? new URL(data.links.next).searchParams.get('page[after]') : null;
  } while (nextCursor);
  return allShipments;
}

Data Export

async function exportShipmentsCSV(shipments: FlexportShipment[], dest: string) {
  const REDACT_FIELDS = ['email', 'phone', 'street_address', 'tax_id'];
  const sanitized = shipments.map(s => {
    const copy = JSON.parse(JSON.stringify(s));
    for (const field of REDACT_FIELDS) {
      if (copy.shipper?.[field]) copy.shipper[field] = '[REDACTED]';
      if (copy.consignee?.[field]) copy.consignee[field] = '[REDACTED]';
    }
    return copy;
  });
  // Validate no restricted HS codes in export payload
  const restricted = sanitized.filter(s => s.hsCode?.startsWith('9A'));
  if (restricted.length > 0) throw new Error(`Export blocked: ${restricted.length} ITAR-restricted items`);
  const csv = [Object.keys(sanitized[0]).join(','), ...sanitized.map(r => Object.values(r).join(','))].join('\n');
  await writeFile(dest, csv, 'utf-8');
}

Data Validation

function validateShipment(s: FlexportShipment): string[] {
  const errors: string[] = [];
  if (!s.id) errors.push('Missing shipment ID');
  if (!s.ref || s.ref.length > 50) errors.push('Invalid shipment reference');
  if (!s.hsCode || !/^\d{4,10}$/.test(s.hsCode)) errors.push(`Invalid HS code: ${s.hsCode}`);
  if (!['EXW','FOB','CIF','DDP','DAP'].includes(s.incoterm)) errors.push(`Unknown incoterm: ${s.incoterm}`);
  if (!s.shipper?.name || !s.consignee?.name) errors.push('Missing shipper or consignee name');
  if (s.cargoReadyDate && isNaN(Date.parse(s.cargoReadyDate))) errors.push('Invalid cargo ready date');
  return errors;
}

Compliance

  • PII fields (shipper/consignee contacts) encrypted at field level, redacted in logs
  • Customs declarations retained 5 years per CBP/EU customs code requirements
  • Commercial invoices retained 7 years for tax audit compliance
  • GDPR right-to-erasure: redact PII but preserve shipment skeleton for business continuity
  • CCPA opt-out signals honored for California-origin shipments
  • ITAR/EAR restricted HS codes flagged and blocked from unauthorized export
  • C-TPAT supply chain security: validate trading partner identities before data sharing
  • Audit trail for all data access, export, and deletion operations

Error Handling

Issue Cause Fix
API 429 rate limit Too many shipment fetches Implement exponential backoff with jitter
Invalid HS code rejected Incorrect tariff classification Validate against WCO HS nomenclature before submission
GDPR deletion timeout Large contact footprint across shipments Batch updates in transactions of 100 records
Customs data missing Incomplete booking submission Require mandatory fields at import validation step
Export blocked by ITAR flag Restricted HS code in payload Route to trade compliance officer for manual review

Resources

Next Steps

See flexport-security-basics.

信息
Category 数据科学
Name flexport-data-handling
版本 v20260423
大小 5.47KB
更新时间 2026-04-28
语言