* python setup venv install playwright, pandas playwright install 1. scrape - raw giant json 2. enrich - cols: item_name_norm brand_guess size_value size_unit pack_qty variant is_store_brand is_fee measure_type price_per_lb price_per_oz price_per_each image_url normalize abbreviationsta extract size like 12z, 10ct, 5lb detect fees like bag charges infer whether something is sold by each vs weight carry forward image url 3. build observed-product atble from enriched items * git issues ** ssh / access to gitea ssh://git@192.168.1.207:2020/ben/scrape-giant.git https://git.hgsky.me/ben/scrape-giant.git add Port to config: Host gitea HostName 192.168.1.207 User git Port 2020 IdentityFile ~/.ssh/gitea IdentitiesOnly yes then git remote set-url gitea git@gitea:ben/scrape-giant.git on local network: use ssh to 192.168.1.207:2020 from elsewhere/public: use https to git.hgsky.me/... unless you later expose ssh properly ** stash z z to stash local work only take care not to add ignored files which will add the venv and `__pycache__` z p to pop the stash back ** creating remote branches P p, magit will suggest upstream (gitea), select and Enter and it will be created ** cherry-picking b b : switch to desired branch (review) l B : open reflog for local branches (my changes were committed to local cx but not pushed to gitea/cx) put point on the commit you want; did this in sequence A A : cherry pick commit to current branch minibuffer will show the commit and all branches, leave it on that commit the final commit was not shown by hash, just the branch cx since (local) cx was caught up with that branch ** reverting a branch b l : switch to local branch (cx) l l : open local reflog put point on the commit; highlighted remote gitea/cx X : reset branch; prompts you, selected cx * giant requests ** item: get: /api/v6.0/user/369513017/order/history/detail/69a2e44a16be1142e74ad3cc headers: request: GET /api/v6.0/user/369513017/order/history/detail/69a2e44a16be1142e74ad3cc?isInStore=true HTTP/2 Host: giantfood.com User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:148.0) Gecko/20100101 Firefox/148.0 Accept: application/json, text/plain, */* Accept-Language: en-US,en;q=0.9 Accept-Encoding: gzip, deflate, br, zstd DNT: 1 Sec-GPC: 1 Connection: keep-alive Referer: https://giantfood.com/account/history/invoice/in-store Cookie: datadome=rDtvd3J2hO5AeghJMSFRRxGc6ifKCQYgMLcqPNr9rWiz2rdcXb032AY6GIZn8tUmYB96BKKbzh3_jSjEzYWLj8hDjl3oGYYAiu4jwdaxpf3vh2v4f7KH7kbqgsMWpkjt; cf_clearance=WEPyQokx9f0qoyS4Svsw4EkZ1TYOxjOwcUHspT3.rXw-1773348940-1.2.1.1-fPvERGxBlFUaBW83sUppbUWpwvFG7mZivag5vBvZb3kxUQv2WSVIV1tON0HV2n8bkVY0U8_BBl62a00Np.oJylYQcGME540gZlYEoL.gMs4WynLqApFe5BOXAEwOm01_6h6b62H90bl4ypRehVb_TXEi4qHaPLVSZhjZK_h.fv6RBqjgYch2j_8XnHe5HXvLziVjl1k2aJskozqy04KOyeHyc3OyIPTZd5On_KAzFIM; dvrctk=MnjKJVShVraEtbrBkkxWxLaZrXnIGNQlwB7QtZVPFeA=; __cflb=0H28vXMLFyydRmDMNgcPHijM6auXkCspCkuh58tVuJ3; 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Sec-CH-UA,Sec-CH-UA-Mobile,Sec-CH-UA-Platform,Sec-CH-UA-Arch,Sec-CH-UA-Full-Version-List,Sec-CH-UA-Model,Sec-CH-Device-Memory x-datadome: protected request-context: appId=cid-v1:75750625-0c81-4f08-9f5d-ce4f73198e54 X-Firefox-Spdy: h2 ** history: GET https://giantfood.com/api/v6.0/user/369513017/order/history?filter=instore&loyaltyNumber=440155630880 headers: request: GET /api/v6.0/user/369513017/order/history?filter=instore&loyaltyNumber=440155630880 HTTP/2 Host: giantfood.com User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:148.0) Gecko/20100101 Firefox/148.0 Accept: application/json, text/plain, */* Accept-Language: en-US,en;q=0.9 Accept-Encoding: gzip, deflate, br, zstd DNT: 1 Sec-GPC: 1 Connection: keep-alive Referer: https://giantfood.com/account/history/invoice/in-store Cookie: datadome=OH2XjtCoI6XjE3Qsz_b0F1YULKLatAC0Ea~VMeDGBP0N9Z~CeI3RqEbvkGmNW_VCOU~vRb6p0kqibvF2tLbWnzyAGIdO7jsC41KiYbp7USpJDnefZhIg0e1ypAugvDSw; cf_clearance=WEPyQokx9f0qoyS4Svsw4EkZ1TYOxjOwcUHspT3.rXw-1773348940-1.2.1.1-fPvERGxBlFUaBW83sUppbUWpwvFG7mZivag5vBvZb3kxUQv2WSVIV1tON0HV2n8bkVY0U8_BBl62a00Np.oJylYQcGME540gZlYEoL.gMs4WynLqApFe5BOXAEwOm01_6h6b62H90bl4ypRehVb_TXEi4qHaPLVSZhjZK_h.fv6RBqjgYch2j_8XnHe5HXvLziVjl1k2aJskozqy04KOyeHyc3OyIPTZd5On_KAzFIM; dvrctk=MnjKJVShVraEtbrBkkxWxLaZrXnIGNQlwB7QtZVPFeA=; __cflb=0H28vXMLFyydRmDMNgcPHijM6auXkCspCkuh58tVuJ3; __cf_bm=C6QbqiEvbbwdrYBpoJOkcWcedf60vcOfPfTPPbZzKbM-1773348202-1.0.1.1-cSHoYwi8ZjIHTdBItXQP_iXJdRJS6FYjFsGdl1eGHvS5pgfbcT4Lg19P6UStX.bZz1u0OXiS5ykdipPBtwP6OvZr68k4XSmjYpir05jNLhw; _dd_s=rum=0&expire=1773349842848; ppdtk=Uog72CR22mD85C7U4iZHlgOQeRmvHEYp0OdQc+0lEes1c5/LeqGT+ZUlXpSC6FpW; cartId=3820547 Sec-Fetch-Dest: empty Sec-Fetch-Mode: cors Sec-Fetch-Site: same-origin Priority: u=0 TE: trailers response: HTTP/2 200 date: Thu, 12 Mar 2026 20:55:43 GMT content-type: application/json server: cloudflare cf-ray: 9db5b38f7eebff28-IAD cf-cache-status: DYNAMIC content-encoding: gzip set-cookie: datadome=rDtvd3J2hO5AeghJMSFRRxGc6ifKCQYgMLcqPNr9rWiz2rdcXb032AY6GIZn8tUmYB96BKKbzh3_jSjEzYWLj8hDjl3oGYYAiu4jwdaxpf3vh2v4f7KH7kbqgsMWpkjt; Max-Age=31536000; Domain=.giantfood.com; Path=/; Secure; SameSite=Lax strict-transport-security: max-age=31536000; includeSubDomains vary: Origin, Access-Control-Request-Method, Access-Control-Request-Headers, accept-encoding accept-ch: Sec-CH-UA,Sec-CH-UA-Mobile,Sec-CH-UA-Platform,Sec-CH-UA-Arch,Sec-CH-UA-Full-Version-List,Sec-CH-UA-Model,Sec-CH-Device-Memory x-datadome: protected request-context: appId=cid-v1:75750625-0c81-4f08-9f5d-ce4f73198e54 X-Firefox-Spdy: h2 * costco requests - localstorage idToken has the auth token, but needs "Bearer " prepended - localstorage clientID has the COSTCO_X_WCS_CLIENTID - I don't see the client_identifier uuid anywhere. we will pull from .env first (may have to hardcode) then overwrite with session data (token) hopefully this doesnt change. ** warehouse *** POST https://ecom-api.costco.com/ebusiness/order/v1/orders/graphql *** Headers POST /ebusiness/order/v1/orders/graphql HTTP/1.1 Host: ecom-api.costco.com User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:148.0) Gecko/20100101 Firefox/148.0 Accept: */* Accept-Language: en-US,en;q=0.9 Accept-Encoding: gzip, deflate, br, zstd costco.service: restOrders costco.env: ecom costco-x-authorization: Bearer eyJhbGciOiJSUzI1NiIsImtpZCI6IlhrZTFoNXg5TV9ZMk5ER0YxU1hDX2xNNnVSTU5tZTJ3STBLRDlHNzl1QmciLCJ0eXAiOiJKV1QifQ.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.gmhhNsgFUbd0QAR1Z_isFjglQxZrM0Kj8yv5-w-FrsWM3d9PB6kWsldBndy6cEhwZh588T1u4vgG9A-XR3HZ4t-JnPZhpr8_7-lI4W4Tp4IAA0tIgMt7cHZUN14qstx_K72QLOrKbO34PQJKBymw2qKvwvhUo372MNFtc2D8_wS_VbG8QdOPumgsBJPqyF7HExt-gpkAu_5kL-54pqLSIZIJZ_viymti9ajla_B8PlvHMO7ZDWSgoV177ArcQAeOhv9MT1e5k0a4V7R-cCI77NIhoBUjV8C4lMAd27nntWzJJ9N00hEEGQb3zPoWUgRFAOdGzjg4xZu1D87C3MJtdA Content-Type: application/json-patch+json costco-x-wcs-clientId: 4900eb1f-0c10-4bd9-99c3-c59e6c1ecebf client-identifier: 481b1aec-aa3b-454b-b81b-48187e28f205 Content-Length: 808 Origin: https://www.costco.com DNT: 1 Sec-GPC: 1 Connection: keep-alive Referer: https://www.costco.com/ Sec-Fetch-Dest: empty Sec-Fetch-Mode: cors Sec-Fetch-Site: same-site *** Request Request {"query":"query receiptsWithCounts($startDate: String!, $endDate: String!,$documentType:String!,$documentSubType:String!) {\n receiptsWithCounts(startDate: $startDate, endDate: $endDate,documentType:$documentType,documentSubType:$documentSubType) {\n inWarehouse\n gasStation\n carWash\n gasAndCarWash\n receipts{\n warehouseName receiptType documentType transactionDateTime transactionBarcode warehouseName transactionType total \n totalItemCount\n itemArray { \n itemNumber\n }\n tenderArray { \n tenderTypeCode\n tenderDescription\n amountTender\n }\n couponArray { \n upcnumberCoupon\n } \n }\n}\n }","variables":{"startDate":"1/01/2026","endDate":"3/31/2026","text":"Last 3 Months","documentType":"all","documentSubType":"all"}} *** Response {"data":{"receiptsWithCounts":{"inWarehouse":2,"gasStation":0,"carWash":0,"gasAndCarWash":0,"receipts":[{"warehouseName":"MT VERNON","receiptType":"In-Warehouse","documentType":"WarehouseReceiptDetail","transactionDateTime":"2026-03-12T16:16:00","transactionBarcode":"21111500804012603121616","transactionType":"Sales","total":208.58,"totalItemCount":24,"itemArray":[{"itemNumber":"34779"},{"itemNumber":"7950"},{"itemNumber":"2005"},{"itemNumber":"1941976"},{"itemNumber":"4873222"},{"itemNumber":"374664"},{"itemNumber":"60357"},{"itemNumber":"30669"},{"itemNumber":"1025795"},{"itemNumber":"787876"},{"itemNumber":"22093"},{"itemNumber":"1956177"},{"itemNumber":"1136340"},{"itemNumber":"7609681"},{"itemNumber":"18001"},{"itemNumber":"27003"},{"itemNumber":"1886266"},{"itemNumber":"4102"},{"itemNumber":"87745"},{"itemNumber":"110784"},{"itemNumber":"47492"},{"itemNumber":"2287780"},{"itemNumber":"917546"},{"itemNumber":"1768123"},{"itemNumber":"374558"}],"tenderArray":[{"tenderTypeCode":"061","tenderDescription":"VISA","amountTender":208.58}],"couponArray":[{"upcnumberCoupon":"2100003746641"},{"upcnumberCoupon":"2100003745583"}]},{"warehouseName":"MT VERNON","receiptType":"In-Warehouse","documentType":"WarehouseReceiptDetail","transactionDateTime":"2026-02-14T16:25:00","transactionBarcode":"21111500503322602141625","transactionType":"Sales","total":188.12,"totalItemCount":23,"itemArray":[{"itemNumber":"7812"},{"itemNumber":"7950"},{"itemNumber":"3923"},{"itemNumber":"19813"},{"itemNumber":"87745"},{"itemNumber":"1116038"},{"itemNumber":"5938"},{"itemNumber":"1136340"},{"itemNumber":"30669"},{"itemNumber":"384962"},{"itemNumber":"1331732"},{"itemNumber":"787876"},{"itemNumber":"61576"},{"itemNumber":"110784"},{"itemNumber":"180973"},{"itemNumber":"3"},{"itemNumber":"744361"},{"itemNumber":"1886266"},{"itemNumber":"1025795"},{"itemNumber":"11545"},{"itemNumber":"47492"},{"itemNumber":"260509"}],"tenderArray":[{"tenderTypeCode":"061","tenderDescription":"VISA","amountTender":188.12}],"couponArray":[]}]}}} ** item *** POST https://ecom-api.costco.com/ebusiness/order/v1/orders/graphql *** headers POST /ebusiness/order/v1/orders/graphql HTTP/2 Host: ecom-api.costco.com User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:148.0) Gecko/20100101 Firefox/148.0 Accept: */* Accept-Language: en-US,en;q=0.9 Accept-Encoding: gzip, deflate, br, zstd costco.service: restOrders costco.env: ecom costco-x-authorization: Bearer eyJhbGciOiJSUzI1NiIsImtpZCI6IlhrZTFoNXg5TV9ZMk5ER0YxU1hDX2xNNnVSTU5tZTJ3STBLRDlHNzl1QmciLCJ0eXAiOiJKV1QifQ.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.FdsVFHsewvpQABvkEz4uA0NUlYwvlBEg-frJbUDIJRTsP59Be0bOt8Zqv6cZhUqBn_lTQEyi9tnvpkpycmNy7Rg5zLfYroH6mNALRqkBm8VbcmrEVDM1HmdNTHgO9vQD4TdKm1ZYkA7Pj_6QY3sDxI4ioOzIz1_XOnoJVAXjEwGfr8hgvqtlaC51M5DsfIGQj3zCaJrQnD6GBJlFmLNUpCulpT16WAaB1lT_pcycfBs-e1xnEd33dX0kHBOZ8pFS-IKjV_44ZK9R8jI9WHx5ThX3-DtyqjkJ0JypmhT9uEa0MeT55U7aeKPbMvQ0exiw3culKgiWDhvdp8e2EkExsg Content-Type: application/json-patch+json costco-x-wcs-clientId: 4900eb1f-0c10-4bd9-99c3-c59e6c1ecebf client-identifier: 481b1aec-aa3b-454b-b81b-48187e28f205 Content-Length: 2916 Origin: https://www.costco.com DNT: 1 Sec-GPC: 1 Connection: keep-alive Referer: https://www.costco.com/ Sec-Fetch-Dest: empty Sec-Fetch-Mode: cors Sec-Fetch-Site: same-site Priority: u=0 TE: trailers *** request {"query":"query receiptsWithCounts($barcode: String!,$documentType:String!) {\n receiptsWithCounts(barcode: $barcode,documentType:$documentType) {\nreceipts{\n warehouseName\n receiptType \n documentType \n transactionDateTime \n transactionDate \n companyNumber \n warehouseNumber \n operatorNumber \n warehouseName \n warehouseShortName \n registerNumber \n transactionNumber \n transactionType\n transactionBarcode \n total \n warehouseAddress1 \n warehouseAddress2 \n warehouseCity \n warehouseState \n warehouseCountry \n warehousePostalCode\n totalItemCount \n subTotal \n taxes\n total \n invoiceNumber\n sequenceNumber\n itemArray { \n itemNumber \n itemDescription01 \n frenchItemDescription1 \n itemDescription02 \n frenchItemDescription2 \n itemIdentifier \n itemDepartmentNumber\n unit \n amount \n taxFlag \n merchantID \n entryMethod\n transDepartmentNumber\n fuelUnitQuantity\n fuelGradeCode\n fuelUnitQuantity\n itemUnitPriceAmount\n fuelUomCode\n fuelUomDescription\n fuelUomDescriptionFr\n fuelGradeDescription\n fuelGradeDescriptionFr\n\n } \n tenderArray { \n tenderTypeCode\n tenderSubTypeCode\n tenderDescription \n amountTender \n displayAccountNumber \n sequenceNumber \n approvalNumber \n responseCode \n tenderTypeName \n transactionID \n merchantID \n entryMethod\n tenderAcctTxnNumber \n tenderAuthorizationCode \n tenderTypeName\n tenderTypeNameFr\n tenderEntryMethodDescription\n walletType\n walletId\n storedValueBucket\n } \n subTaxes { \n tax1 \n tax2 \n tax3 \n tax4 \n aTaxPercent \n aTaxLegend \n aTaxAmount\n aTaxPrintCode\n aTaxPrintCodeFR \n aTaxIdentifierCode \n bTaxPercent \n bTaxLegend \n bTaxAmount\n bTaxPrintCode\n bTaxPrintCodeFR \n bTaxIdentifierCode \n cTaxPercent \n cTaxLegend \n cTaxAmount\n cTaxIdentifierCode \n dTaxPercent \n dTaxLegend \n dTaxAmount\n dTaxPrintCode\n dTaxPrintCodeFR \n dTaxIdentifierCode\n uTaxLegend\n uTaxAmount\n uTaxableAmount\n } \n instantSavings \n membershipNumber \n }\n }\n }","variables":{"barcode":"21111500804012603121616","documentType":"warehouse"}} *** response {"data":{"receiptsWithCounts":{"receipts":[{"warehouseName":"MT VERNON","receiptType":"In-Warehouse","documentType":"WarehouseReceiptDetail","transactionDateTime":"2026-03-12T16:16:00","transactionDate":"2026-03-12","companyNumber":1,"warehouseNumber":1115,"operatorNumber":43,"warehouseShortName":"MT VERNON","registerNumber":8,"transactionNumber":401,"transactionType":"Sales","transactionBarcode":"21111500804012603121616","total":208.58,"warehouseAddress1":"7940 RICHMOND 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70OZ","frenchItemDescription2":null,"itemIdentifier":"E","itemDepartmentNumber":13,"unit":1,"amount":5.99,"taxFlag":"3","merchantID":null,"entryMethod":null,"transDepartmentNumber":13,"fuelUnitQuantity":10.0,"fuelGradeCode":null,"itemUnitPriceAmount":5.99,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null},{"itemNumber":"87745","itemDescription01":"ROTISSERIE","frenchItemDescription1":null,"itemDescription02":"USDA GRADE A","frenchItemDescription2":null,"itemIdentifier":null,"itemDepartmentNumber":63,"unit":1,"amount":4.99,"taxFlag":"D","merchantID":null,"entryMethod":null,"transDepartmentNumber":63,"fuelUnitQuantity":10.0,"fuelGradeCode":null,"itemUnitPriceAmount":4.99,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null},{"itemNumber":"110784","itemDescription01":"15 GRAIN 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VINAIGRETTE","frenchItemDescription2":null,"itemIdentifier":"E","itemDepartmentNumber":63,"unit":1,"amount":12.62,"taxFlag":"D","merchantID":null,"entryMethod":null,"transDepartmentNumber":63,"fuelUnitQuantity":10.0,"fuelGradeCode":null,"itemUnitPriceAmount":4.99,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null},{"itemNumber":"2287780","itemDescription01":"BTB CHICKEN","frenchItemDescription1":null,"itemDescription02":"C12T10H9 P1080 SL630","frenchItemDescription2":null,"itemIdentifier":"E","itemDepartmentNumber":13,"unit":1,"amount":9.49,"taxFlag":"3","merchantID":null,"entryMethod":null,"transDepartmentNumber":13,"fuelUnitQuantity":10.0,"fuelGradeCode":null,"itemUnitPriceAmount":9.49,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null},{"itemNumber":"917546","itemDescription01":"JIF CREAMY","frenchItemDescription1":null,"itemDescription02":"PEANUT BUTTER SL540 P300","frenchItemDescription2":null,"itemIdentifier":"E","itemDepartmentNumber":13,"unit":1,"amount":11.99,"taxFlag":"3","merchantID":null,"entryMethod":null,"transDepartmentNumber":13,"fuelUnitQuantity":10.0,"fuelGradeCode":null,"itemUnitPriceAmount":11.99,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null},{"itemNumber":"1768123","itemDescription01":"BBEE KIDS4PC","frenchItemDescription1":null,"itemDescription02":"FY26 P1600 T200 H8","frenchItemDescription2":null,"itemIdentifier":null,"itemDepartmentNumber":39,"unit":1,"amount":17.99,"taxFlag":"Y","merchantID":null,"entryMethod":null,"transDepartmentNumber":39,"fuelUnitQuantity":10.0,"fuelGradeCode":null,"itemUnitPriceAmount":17.99,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null},{"itemNumber":"374558","itemDescription01":"/ 1768123","frenchItemDescription1":"/1768123","itemDescription02":null,"frenchItemDescription2":null,"itemIdentifier":null,"itemDepartmentNumber":39,"unit":-1,"amount":-4,"taxFlag":null,"merchantID":null,"entryMethod":null,"transDepartmentNumber":39,"fuelUnitQuantity":null,"fuelGradeCode":null,"itemUnitPriceAmount":0,"fuelUomCode":null,"fuelUomDescription":null,"fuelUomDescriptionFr":null,"fuelGradeDescription":null,"fuelGradeDescriptionFr":null}],"tenderArray":[{"tenderTypeCode":"061","tenderSubTypeCode":null,"tenderDescription":"VISA","amountTender":208.58,"displayAccountNumber":"9070","sequenceNumber":null,"approvalNumber":null,"responseCode":null,"tenderTypeName":"VISA","transactionID":null,"merchantID":null,"entryMethod":null,"tenderAcctTxnNumber":null,"tenderAuthorizationCode":null,"tenderTypeNameFr":null,"tenderEntryMethodDescription":null,"walletType":null,"walletId":null,"storedValueBucket":null}],"subTaxes":{"tax1":null,"tax2":null,"tax3":null,"tax4":null,"aTaxPercent":null,"aTaxLegend":"A","aTaxAmount":4.62,"aTaxPrintCode":null,"aTaxPrintCodeFR":null,"aTaxIdentifierCode":null,"bTaxPercent":null,"bTaxLegend":null,"bTaxAmount":null,"bTaxPrintCode":null,"bTaxPrintCodeFR":null,"bTaxIdentifierCode":null,"cTaxPercent":null,"cTaxLegend":"C","cTaxAmount":1.25,"cTaxIdentifierCode":null,"dTaxPercent":null,"dTaxLegend":"D","dTaxAmount":0.7,"dTaxPrintCode":null,"dTaxPrintCodeFR":null,"dTaxIdentifierCode":null,"uTaxLegend":null,"uTaxAmount":null,"uTaxableAmount":null},"instantSavings":9,"membershipNumber":"111894291684"}]}}} ** online order appears to be same endpoint. request: {"query":"query getOnlineOrders($startDate:String!, $endDate:String!, $pageNumber:Int , $pageSize:Int, $warehouseNumber:String! ){\n getOnlineOrders(startDate:$startDate, endDate:$endDate, pageNumber : $pageNumber, pageSize : $pageSize, warehouseNumber : $warehouseNumber) {\n pageNumber\n pageSize\n totalNumberOfRecords\n bcOrders {\n orderHeaderId\n orderPlacedDate : orderedDate\n orderNumber : sourceOrderNumber \n orderTotal\n warehouseNumber\n status\n emailAddress\n orderCancelAllowed\n orderPaymentFailed : orderPaymentEditAllowed\n orderReturnAllowed\n orderLineItems {\n orderLineItemCancelAllowed\n \torderLineItemId\n orderReturnAllowed\n itemId\n itemNumber\n itemTypeId\n lineNumber\n itemDescription\n deliveryDate\n warehouseNumber\n status\n orderStatus\n parentOrderLineItemId\n isFSAEligible\n shippingType\n shippingTimeFrame\n isShipToWarehouse\n carrierItemCategory\n carrierContactPhone\n programTypeId\n isBuyAgainEligible\n scheduledDeliveryDate\n scheduledDeliveryDateEnd\n configuredItemData\n shipment {\n shipmentId \n orderHeaderId\n orderShipToId \n lineNumber \n orderNumber\n shippingType \n shippingTimeFrame \n shippedDate \n packageNumber \n trackingNumber \n trackingSiteUrl \n carrierName \n estimatedArrivalDate \n deliveredDate \n isDeliveryDelayed \n isEstimatedArrivalDateEligible \n statusTypeId \n status \n pickUpReadyDate\n pickUpCompletedDate\n reasonCode\n trackingEvent {\n event\n carrierName\n eventDate\n estimatedDeliveryDate\n scheduledDeliveryDate\n trackingNumber\n }\n }\n }\n }\n }\n }","variables":{"pageNumber":1,"pageSize":10,"startDate":"2026-1-01","endDate":"2026-3-31","warehouseNumber":"847"}} * need new scope changes: - pull all orders by default - add online orders - copy header data from browser using selenium * how to run python scrape_giant.py python enrich_giant.py python scrape_costco.py python enrich_costco.py python build_observed_products.py python build_review_queue.py python build_canonical_layer.py python validate_cross_retailer_flow.py * t1.11 tasks [2026-03-17 Tue 13:49] ok i ran a few. time to run some cleanups here - i'm wondering if we shouldn't be less aggressive with canonical names and encourage a better manual process to start. 1. auto-created canonical_names lack category, product_type - ok with filling these in manually in the catalog once the queue is empty 2. canonical_names feel too specific, e.g., "5DZ egg" 3. some canonical_names need consolidation, eg "LIME" and "LIME . / ." ; poss cleanup issue. there are 5 entries for ergg but but they are all regular large grade A white eggs, just different amounts in dozens. Eggs are actually a great candidate for the kind of analysis we want to do - the pipeline should have caught and properly sorted these into size/qty: ```canonical_product_id canonical_name category product_type brand variant size_value size_unit pack_qty measure_type notes created_at updated_at gcan_0e350505fd22 5DZ EGG / / KS each auto-linked via exact_name gcan_47279a80f5f3 EGG 5 DOZ. BBS each auto-linked via exact_name gcan_7d099130c1bf LRG WHITE EGG SB 30 count auto-linked via exact_upc gcan_849c2817e667 GDA LRG WHITE EGG SB 18 count auto-linked via exact_upc gcan_cb0c6c8cf480 LG EGG CONVENTIONAL 18 count count auto-linked via exact_name_size ``` 4. Build costco mechanism for matching discount to line item. 1. Discounts appear as their own line items with a number like /123456, this matches the UPC of the discounted item 2. must be date-matched to the UPC