diff --git a/01-model/01-project/01/01.1-agate-redis-csv.json b/01-model/01-project/01/01.1-agate-redis-csv.json index 401952d..4d92df0 100644 --- a/01-model/01-project/01/01.1-agate-redis-csv.json +++ b/01-model/01-project/01/01.1-agate-redis-csv.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["csv"], - "prj-online": ["redis"] - } + "targets": ["csv", "redis"] } } diff --git a/01-model/01-project/01/01.2-agate-redis-parquet.json b/01-model/01-project/01/01.2-agate-redis-parquet.json index cee6d68..0daae07 100644 --- a/01-model/01-project/01/01.2-agate-redis-parquet.json +++ b/01-model/01-project/01/01.2-agate-redis-parquet.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["parquet"], - "prj-online": ["redis"] - } + "targets": ["parquet", "redis"] } } diff --git a/01-model/01-project/01/01.3-agate-mysql-csv.json b/01-model/01-project/01/01.3-agate-mysql-csv.json index 5a9d8e1..0c78fab 100644 --- a/01-model/01-project/01/01.3-agate-mysql-csv.json +++ b/01-model/01-project/01/01.3-agate-mysql-csv.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["csv"], - "prj-online": ["mysql"] - } + "targets": ["csv","mysql"] } } diff --git a/01-model/01-project/01/01.4-agate-mysql-parquet.json b/01-model/01-project/01/01.4-agate-mysql-parquet.json index 8d091f0..800c73b 100644 --- a/01-model/01-project/01/01.4-agate-mysql-parquet.json +++ b/01-model/01-project/01/01.4-agate-mysql-parquet.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["parquet"], - "prj-online": ["mysql"] - } + "targets": ["parquet","mysql"] } } diff --git a/01-model/01-project/01/01.5-agate-postgres-csv.json b/01-model/01-project/01/01.5-agate-postgres-csv.json index 3957b80..7da66b7 100644 --- a/01-model/01-project/01/01.5-agate-postgres-csv.json +++ b/01-model/01-project/01/01.5-agate-postgres-csv.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["csv"], - "prj-online": ["postgres"] - } + "targets": ["csv","postgres"] } } diff --git a/01-model/01-project/01/01.6-agate-postgres-parquet.json b/01-model/01-project/01/01.6-agate-postgres-parquet.json index b3b605d..e92c875 100644 --- a/01-model/01-project/01/01.6-agate-postgres-parquet.json +++ b/01-model/01-project/01/01.6-agate-postgres-parquet.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["parquet"], - "prj-online": ["postgres"] - } + "targets": ["parquet","postgres"] } } diff --git a/01-model/01-project/01/01.7-agate-kafka.json b/01-model/01-project/01/01.7-agate-kafka.json index deda61b..fcbb2fd 100644 --- a/01-model/01-project/01/01.7-agate-kafka.json +++ b/01-model/01-project/01/01.7-agate-kafka.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": [""], - "prj-online": ["kafka"] - } + "targets": ["kafka"] } } diff --git a/01-model/01-project/01/01.8-agate-parquet.json b/01-model/01-project/01/01.8-agate-parquet.json index 7a41b6f..2d6875b 100644 --- a/01-model/01-project/01/01.8-agate-parquet.json +++ b/01-model/01-project/01/01.8-agate-parquet.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": ["parquet"], - "prj-online": [""] - } + "targets": ["parquet"] } } diff --git a/01-model/01-project/01/01.9-agate-redis.json b/01-model/01-project/01/01.9-agate-redis.json index 622785a..887a2e5 100644 --- a/01-model/01-project/01/01.9-agate-redis.json +++ b/01-model/01-project/01/01.9-agate-redis.json @@ -7,9 +7,6 @@ "kind": "project", "parent": "agate", "spec": { - "targets": { - "prj-offline": [""], - "prj-online": ["redis"] - } + "targets": ["redis"] } } diff --git a/01-model/02-feature-set/01-basic-party.json b/01-model/02-feature-set/01-basic-party.json index c9a3420..5f9bccc 100644 --- a/01-model/02-feature-set/01-basic-party.json +++ b/01-model/02-feature-set/01-basic-party.json @@ -3,10 +3,6 @@ "description": "Party (client, prospect, lead, ...) detail", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/02-basic-contact.json b/01-model/02-feature-set/02-basic-contact.json index 34b9cba..f453d5f 100644 --- a/01-model/02-feature-set/02-basic-contact.json +++ b/01-model/02-feature-set/02-basic-contact.json @@ -3,10 +3,6 @@ "description": "Contact to party", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/03-basic-relation.json b/01-model/02-feature-set/03-basic-relation.json index 45e8108..92a487a 100644 --- a/01-model/02-feature-set/03-basic-relation.json +++ b/01-model/02-feature-set/03-basic-relation.json @@ -3,10 +3,6 @@ "description": "Relation between parties", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/04-basic-account.json b/01-model/02-feature-set/04-basic-account.json index 43f28bd..d6fb521 100644 --- a/01-model/02-feature-set/04-basic-account.json +++ b/01-model/02-feature-set/04-basic-account.json @@ -3,10 +3,6 @@ "description": "Account detail with relation to party", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/05-basic-transaction.json b/01-model/02-feature-set/05-basic-transaction.json index 9206b4b..bd0bc20 100644 --- a/01-model/02-feature-set/05-basic-transaction.json +++ b/01-model/02-feature-set/05-basic-transaction.json @@ -3,10 +3,6 @@ "description": "Transactions detail with relation to account", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "account-id", diff --git a/01-model/02-feature-set/06-basic-event.json b/01-model/02-feature-set/06-basic-event.json index ec8cfa1..0b0a831 100644 --- a/01-model/02-feature-set/06-basic-event.json +++ b/01-model/02-feature-set/06-basic-event.json @@ -3,10 +3,6 @@ "description": "Party events e.g. run app, view paymemt conditions, check account state, show item in shop, send message to friend, etc.", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/07-basic-communication.json b/01-model/02-feature-set/07-basic-communication.json index 973695f..ed64805 100644 --- a/01-model/02-feature-set/07-basic-communication.json +++ b/01-model/02-feature-set/07-basic-communication.json @@ -3,10 +3,6 @@ "description": "Party communication content from e.g. email, chat, phone, etc.", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/11-aggregate-party.json b/01-model/02-feature-set/11-aggregate-party.json index 43b4eba..164c154 100644 --- a/01-model/02-feature-set/11-aggregate-party.json +++ b/01-model/02-feature-set/11-aggregate-party.json @@ -3,10 +3,6 @@ "description": "Party aggregation", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/14-aggregate-account.json b/01-model/02-feature-set/14-aggregate-account.json index eae9b9f..d1ae612 100644 --- a/01-model/02-feature-set/14-aggregate-account.json +++ b/01-model/02-feature-set/14-aggregate-account.json @@ -3,10 +3,6 @@ "description": "Account aggregation with relation to party", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/02-feature-set/15-aggregate-transaction.json b/01-model/02-feature-set/15-aggregate-transaction.json index 83a52e5..b5bcc51 100644 --- a/01-model/02-feature-set/15-aggregate-transaction.json +++ b/01-model/02-feature-set/15-aggregate-transaction.json @@ -3,10 +3,6 @@ "description": "Transactions aggregation with relation to account", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "account-bundleid", diff --git a/01-model/02-feature-set/18-aggregate-circle.json b/01-model/02-feature-set/18-aggregate-circle.json index 951c97e..c996732 100644 --- a/01-model/02-feature-set/18-aggregate-circle.json +++ b/01-model/02-feature-set/18-aggregate-circle.json @@ -3,10 +3,6 @@ "description": "Circle aggregation for e.g. geo, transaction, etc.", "kind": "feature-set", "spec": { - "targets": [ - "prj-offline", - "prj-online" - ], "entities": [ { "name": "party-id", diff --git a/01-model/model.json b/01-model/model.json index 9f1bbe9..5a58ba2 100644 --- a/01-model/model.json +++ b/01-model/model.json @@ -3,7 +3,7 @@ "description": "The machine learning meta-model with synthetic data (useful for MLOps/feature store), part of the quality gate concept.", "kind": "model", "spec": { - "version": "0.2.1", + "version": "0.2.2", "CSV_SEPARATOR": ",", "CSV_DECIMAL": "." } diff --git a/02-data/01-size-100/01-basic-party.csv.gz b/02-data/01-size-100/01-basic-party.csv.gz index be1dda1..34bc2f4 100644 Binary files a/02-data/01-size-100/01-basic-party.csv.gz and b/02-data/01-size-100/01-basic-party.csv.gz differ diff --git a/02-data/01-size-100/02-basic-contact.csv.gz b/02-data/01-size-100/02-basic-contact.csv.gz index 4001fc2..55cbdec 100644 Binary files a/02-data/01-size-100/02-basic-contact.csv.gz and b/02-data/01-size-100/02-basic-contact.csv.gz differ diff --git a/02-data/01-size-100/03-basic-relation.csv.gz b/02-data/01-size-100/03-basic-relation.csv.gz index 85cdd85..a7cff25 100644 Binary files a/02-data/01-size-100/03-basic-relation.csv.gz and b/02-data/01-size-100/03-basic-relation.csv.gz differ diff --git a/02-data/01-size-100/04-basic-account.csv.gz b/02-data/01-size-100/04-basic-account.csv.gz index a120870..e5eac27 100644 Binary files a/02-data/01-size-100/04-basic-account.csv.gz and b/02-data/01-size-100/04-basic-account.csv.gz differ diff --git a/02-data/01-size-100/05-basic-transaction.csv.gz b/02-data/01-size-100/05-basic-transaction.csv.gz index 722f8c4..3408cf0 100644 Binary files a/02-data/01-size-100/05-basic-transaction.csv.gz and b/02-data/01-size-100/05-basic-transaction.csv.gz differ diff --git a/02-data/01-size-100/06-basic-event.csv.gz b/02-data/01-size-100/06-basic-event.csv.gz index 227aff7..1c6a31d 100644 Binary files a/02-data/01-size-100/06-basic-event.csv.gz and b/02-data/01-size-100/06-basic-event.csv.gz differ diff --git a/02-data/01-size-100/07-basic-communication.csv.gz b/02-data/01-size-100/07-basic-communication.csv.gz index 4f0f414..6c4c22b 100644 Binary files a/02-data/01-size-100/07-basic-communication.csv.gz and b/02-data/01-size-100/07-basic-communication.csv.gz differ diff --git a/02-data/02-size-1K/01-basic-party.csv.gz b/02-data/02-size-1K/01-basic-party.csv.gz index d742259..ec1db40 100644 Binary files a/02-data/02-size-1K/01-basic-party.csv.gz and b/02-data/02-size-1K/01-basic-party.csv.gz differ diff --git a/02-data/02-size-1K/02-basic-contact.csv.gz b/02-data/02-size-1K/02-basic-contact.csv.gz index 859f786..4e1f017 100644 Binary files a/02-data/02-size-1K/02-basic-contact.csv.gz and b/02-data/02-size-1K/02-basic-contact.csv.gz differ diff --git a/02-data/02-size-1K/03-basic-relation.csv.gz b/02-data/02-size-1K/03-basic-relation.csv.gz index 5bb2b92..9c5adca 100644 Binary files a/02-data/02-size-1K/03-basic-relation.csv.gz and b/02-data/02-size-1K/03-basic-relation.csv.gz differ diff --git a/02-data/02-size-1K/04-basic-account.csv.gz b/02-data/02-size-1K/04-basic-account.csv.gz index 242d6ab..23acbc9 100644 Binary files a/02-data/02-size-1K/04-basic-account.csv.gz and b/02-data/02-size-1K/04-basic-account.csv.gz differ diff --git a/02-data/02-size-1K/05-basic-transaction.csv.gz b/02-data/02-size-1K/05-basic-transaction.csv.gz index 59e8c94..648f284 100644 Binary files a/02-data/02-size-1K/05-basic-transaction.csv.gz and b/02-data/02-size-1K/05-basic-transaction.csv.gz differ diff --git a/02-data/02-size-1K/06-basic-event.csv.gz b/02-data/02-size-1K/06-basic-event.csv.gz index 6420930..49334bf 100644 Binary files a/02-data/02-size-1K/06-basic-event.csv.gz and b/02-data/02-size-1K/06-basic-event.csv.gz differ diff --git a/02-data/02-size-1K/07-basic-communication.csv.gz b/02-data/02-size-1K/07-basic-communication.csv.gz index dc65de4..2a17c07 100644 Binary files a/02-data/02-size-1K/07-basic-communication.csv.gz and b/02-data/02-size-1K/07-basic-communication.csv.gz differ diff --git a/03-test/01-size-100.json b/03-test/01-size-100.json index defe937..8e4dbe3 100644 --- a/03-test/01-size-100.json +++ b/03-test/01-size-100.json @@ -5,496 +5,512 @@ "spec": { "HintLast-0": { "01-basic-party": { - "party-id": "44310ea4-cb6d-4114-a8cd-b8712a82afe8", - "party-establishment": "1946-01-11", + "party-id": "e3310fcd-0da7-4e21-848f-30a55d9e7a49", + "party-establishment": "1929-12-13", "party-type": "Customer", - "party-typedate": "1992-04-01", - "party-gender": "F", - "party-education": "Elementary school", + "party-typedate": "2012-03-04", + "party-gender": "M", + "party-education": "High school", "party-familystatus": "Married", "party-nchild": 1, - "party-industry": "Transport", + "party-industry": "Telcommunications", "party-industryposition": "Receptionist", - "party-residencecountry": "Uzbekistan", - "party-city": "Alyssashire", - "party-income": 115000, - "party-incometype": "Earned", + "party-residencecountry": "Myanmar", + "party-city": "Charleneland", + "party-income": 143000, + "party-incometype": "Portfolio", "party-peoplehousehold": 3, - "party-incomehousehold": 172500, - "party-expenseshousehold": 72450, + "party-incomehousehold": 243100, + "party-expenseshousehold": 31603, "party-currency": "USD", - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "02-basic-contact": { - "party-id": "44310ea4-cb6d-4114-a8cd-b8712a82afe8", - "contact-id": "7c1d9ba0-e09e-4b04-b276-11f9bf4a40b3", - "contact-email": "adrian47@example.com", - "contact-phone": "(698)979-1224x1328", + "party-id": "e3310fcd-0da7-4e21-848f-30a55d9e7a49", + "contact-id": "4f77fcf5-93fb-4dd4-9c35-b05ed6fb3707", + "contact-email": "ubailey@example.com", + "contact-phone": "521.686.2473x95103", "contact-state": "Active", - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "03-basic-relation": { - "party-id": "44310ea4-cb6d-4114-a8cd-b8712a82afe8", - "relation-id": "171893e3-80e1-4906-ae37-921bd7512211", - "relation-childid": "aa320e99-5e1e-4a7f-a6a4-45129240ac22", + "party-id": "e3310fcd-0da7-4e21-848f-30a55d9e7a49", + "relation-id": "85249f44-2621-47dc-b85a-c486f272a26e", + "relation-childid": "0d05053b-46e2-4d1d-bdf3-05fb70003cf3", "relation-type": null, "relation-date": "1970-01-01 08:00:00", - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "04-basic-account": { - "party-id": "44310ea4-cb6d-4114-a8cd-b8712a82afe8", - "account-id": "c1184e97-5464-4076-b585-9f68b45388d4", + "party-id": "e3310fcd-0da7-4e21-848f-30a55d9e7a49", + "account-id": "24da008c-5cd7-4dd0-a33a-5095bfa5786a", "account-type": "current account", - "account-createdate": "1992-08-31", + "account-createdate": "2012-03-04", "account-state": "active", "account-nonactivedate": "2200-01-01", - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "05-basic-transaction": { - "account-id": "c1184e97-5464-4076-b585-9f68b45388d4", - "transaction-id": "4c28a458-4f6c-413c-96b9-43fa6134dd4f", + "account-id": "24da008c-5cd7-4dd0-a33a-5095bfa5786a", + "transaction-id": "15938ef3-2a53-4461-b2e4-d0346c4ac956", "transaction-direction": "Incoming", "transaction-type": "Standard", - "transaction-value": 4124, + "transaction-value": 1418, "transaction-currency": "USD", - "transaction-description": "Source thousand reveal natural detail.", - "transaction-date": "2024-04-13", - "counterparty-name": "Jeffrey King", - "counterparty-iban": "GB38BJGU10059264444031", + "transaction-description": "View left everything pass computer chance.", + "transaction-date": "2024-03-09", + "counterparty-name": "James Allison", + "counterparty-iban": "GB23USED39846863389154", "counterparty-other": null, "transaction-fraudanomaly": 0, "transaction-fraud": 0, - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "06-basic-event": { - "party-id": "44310ea4-cb6d-4114-a8cd-b8712a82afe8", - "event-id": "57638c84-5907-4e33-8f12-da9451e3508b", - "session-id": "ed5dc091-a6ce-4946-b582-c48cc4aae5b3", + "party-id": "e3310fcd-0da7-4e21-848f-30a55d9e7a49", + "event-id": "5d261745-3b3a-4826-8611-c33e2f17d4cd", + "session-id": "e464b66c-cf55-48f3-93b4-695a6ce5fddf", "event-group": "offer", - "event-category": "product list", + "event-category": "service list", "event-action": "show", "event-detail": null, - "event-date": "2024-03-30 03:16:47", - "record-date": "2024-04-01 15:25:31" + "event-date": "2024-04-10 10:36:33", + "record-date": "2024-04-10 21:38:19" }, "07-basic-communication": { - "party-id": "44310ea4-cb6d-4114-a8cd-b8712a82afe8", - "communication-id": "d6d3f93b-f11a-41de-bf90-70604becf16b", - "session-id": "14cb7a8a-f098-42ac-9e13-37957ca2274d", - "content": "How can I get a quote or purchase a new product?", + "party-id": "e3310fcd-0da7-4e21-848f-30a55d9e7a49", + "communication-id": "61827efd-fd8b-4ea1-b59e-c8866f571d22", + "session-id": "862e6351-9878-4404-9e6d-0ef922c25a17", + "content": "Your assistance was incredibly helpful! Thank you!", "content-type": "text", - "channel": "chat", - "communication-date": "2024-03-31 05:54:29", - "record-date": "2024-04-01 15:25:31" + "channel": "email", + "communication-date": "2024-04-08 14:50:40", + "record-date": "2024-04-10 21:38:19" } }, "HintLast-1": { "01-basic-party": { - "party-id": "9fa98d92-3be8-43e7-82fc-efdcb9c4dc3a", - "party-establishment": "1939-12-22", + "party-id": "17d4c0be-3945-4d6f-a0e0-f7e40825924f", + "party-establishment": "1989-07-07", "party-type": "Customer", - "party-typedate": "2015-02-02", - "party-gender": "F", + "party-typedate": "1991-05-09", + "party-gender": "M", "party-education": "High school", "party-familystatus": "Single", - "party-nchild": 1, - "party-industry": "IT", - "party-industryposition": "Accountant", - "party-residencecountry": "Djibouti", - "party-city": "Port Zacharyside", - "party-income": 54000, + "party-nchild": 2, + "party-industry": "Medical services", + "party-industryposition": "Electrician", + "party-residencecountry": "Namibia", + "party-city": "Traceyview", + "party-income": 141000, "party-incometype": "Earned", - 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"party-id": "ab197151-13e5-40ec-b6d1-e586c69c5ca7", - "party-establishment": "1935-04-09", + "party-id": "53894dd5-c632-49e5-a96d-5516470ff8f5", + "party-establishment": "1968-06-03", "party-type": "Customer", - "party-typedate": "2018-07-15", - "party-gender": "F", - "party-education": "High school", + "party-typedate": "1999-01-02", + "party-gender": "M", + "party-education": "Elementary school", "party-familystatus": "Married", - "party-nchild": 2, - "party-industry": "Agriculture", + "party-nchild": 1, + "party-industry": "Aerospace", "party-industryposition": "Electrician", - "party-residencecountry": "Comoros", - "party-city": "West Leahville", - "party-income": 139000, + "party-residencecountry": "Norfolk Island", + "party-city": "East Kevin", + "party-income": 84000, "party-incometype": "Earned", - "party-peoplehousehold": 4, - "party-incomehousehold": 403100, - "party-expenseshousehold": 137054, + "party-peoplehousehold": 3, + "party-incomehousehold": 84000, + "party-expenseshousehold": 8400, "party-currency": "USD", - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "02-basic-contact": { - "party-id": "ab197151-13e5-40ec-b6d1-e586c69c5ca7", - "contact-id": "435800fb-6fe9-4927-9efc-4ca37f5c63e6", - "contact-email": "agarcia@example.org", - "contact-phone": "(312)682-3193x26672", + "party-id": "53894dd5-c632-49e5-a96d-5516470ff8f5", + "contact-id": "f1d1c6e5-163f-4d0d-bbbe-d20905f37843", + "contact-email": "paul68@example.net", + "contact-phone": "+1-258-490-1584", "contact-state": "Active", - "record-date": "2024-04-01 15:25:31" + "record-date": "2024-04-10 21:38:19" }, "03-basic-relation": { - "party-id": "ab197151-13e5-40ec-b6d1-e586c69c5ca7", - "relation-id": "6148ebb8-4b29-42d4-a590-924367457b89", - "relation-childid": "12fdc142-e5bd-46b5-bde7-58d2900ea0d0", + "party-id": "53894dd5-c632-49e5-a96d-5516470ff8f5", + "relation-id": "90585cd2-bae0-47ef-87b7-959e25d3f6e7", + "relation-childid": "538a06e1-bf12-418f-9f6f-b037a30f48a9", "relation-type": null, "relation-date": "1970-01-01 08:00:00", - 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