File size: 2,637 Bytes
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"pipeline_id": "octoparse-temu-pricing-v2",
"pipeline_version": "2.0.0",
"data_provider": "Octoparse Managed Data Service",
"data_provider_url": "https://www.octoparse.com/managed-data-service",
"data_nature": "real",
"collection": {
"platform": "Temu (m.temu.com)",
"vertical": "E-commerce — General Merchandise",
"collection_method": "Managed cloud pipeline — rotating residential proxies, TLS fingerprint randomization, Akamai challenge bypass, dynamic DOM extraction",
"anti_bot_systems_bypassed": [
"Akamai Bot Manager (TLS/JA3 fingerprinting)",
"Temu device fingerprinting",
"Dynamic price rendering (JavaScript-rendered DOM)",
"Signed CDN image URL rotation"
],
"products_scraped": 85,
"skus_scraped": 382,
"avg_skus_per_product": 4.5,
"price_range_usd": { "min": 2.14, "max": 219.72 }
},
"pricing_signals": {
"skus_with_original_price": 120,
"skus_with_original_price_pct": 0.314,
"avg_discount_pct": 0.2948,
"max_discount_pct": 0.8189,
"note": "sku_original_price is only shown by Temu when a strikethrough price is actively displayed. Absence of original_price does not mean no discount — it means Temu is not surfacing the comparison price at this moment."
},
"processing": {
"columns_dropped": [
"shipping_fee (100% null)",
"logistics_info (100% null)",
"source_file (internal pipeline metadata)"
],
"stub_rows_dropped": 3,
"stub_row_reason": "Rows with null sku_id had no usable SKU-level data",
"derived_fields_added": ["discount_pct"],
"schema_normalization": "Flat table split into products.parquet (SPU-level) + skus.parquet (SKU-level), joined on spu_id",
"id_typing": "spu_id and sku_id cast to string to prevent int64 overflow in downstream systems",
"output_format": "Apache Parquet (Snappy compression)"
},
"quality_notes": {
"sale_attr_sparsity": "sale_attr_* columns are mutually exclusive — each SKU uses at most 1-2 of the 7 attribute columns. Use sale_property_summary for a consolidated view.",
"goods_property_summary_variability": "~178 unique property keys across 85 products. Key naming inconsistent (e.g. 'Season' vs 'Seasoon'). Parse with tolerance for typos.",
"price_snapshot": "All prices are point-in-time snapshots. Temu prices update frequently (promotions, flash sales, algorithm-driven dynamic pricing)."
},
"enterprise_pipeline_note": "For production-scale Temu monitoring (hourly price capture, 10K+ SKUs, multi-category, delivery to Snowflake/S3), contact: https://www.octoparse.com/managed-data-service"
}
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