diff --git a/01-model/03-feature-vector/01-vector_party.json b/01-model/03-feature-vector/01-vector_party.json index 0b484dc..8b7e427 100644 --- a/01-model/03-feature-vector/01-vector_party.json +++ b/01-model/03-feature-vector/01-vector_party.json @@ -1,6 +1,6 @@ { "name": "vector_party", - "description": "Vector for the 'basic-party'", + "description": "Vector for the 'basic_party'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/02-vector_contact.json b/01-model/03-feature-vector/02-vector_contact.json index acf8534..45fb322 100644 --- a/01-model/03-feature-vector/02-vector_contact.json +++ b/01-model/03-feature-vector/02-vector_contact.json @@ -1,6 +1,6 @@ { "name": "vector_contact", - "description": "Vector to the 'basic-contact'", + "description": "Vector to the 'basic_contact'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/03-vector_partycontact.json b/01-model/03-feature-vector/03-vector_partycontact.json index 6a83e34..216a103 100644 --- a/01-model/03-feature-vector/03-vector_partycontact.json +++ b/01-model/03-feature-vector/03-vector_partycontact.json @@ -1,6 +1,6 @@ { "name": "vector_partycontact", - "description": "Vector joins the 'basic-party' and the 'basic-contact'", + "description": "Vector joins the 'basic_party' and the 'basic_contact'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/04-vector_partycontact_02.json b/01-model/03-feature-vector/04-vector_partycontact_02.json index 51840ef..bbece95 100644 --- a/01-model/03-feature-vector/04-vector_partycontact_02.json +++ b/01-model/03-feature-vector/04-vector_partycontact_02.json @@ -1,6 +1,6 @@ { "name": "vector_partycontact_02", - "description": "Vector joins the 'basic-party' and the 'basic-contact'", + "description": "Vector joins the 'basic_party' and the 'basic_contact'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/05-vector_account.json b/01-model/03-feature-vector/05-vector_account.json index c466349..9f1620b 100644 --- a/01-model/03-feature-vector/05-vector_account.json +++ b/01-model/03-feature-vector/05-vector_account.json @@ -1,6 +1,6 @@ { "name": "vector_account", - "description": "Vector for the 'basic-account'", + "description": "Vector for the 'basic_account'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/06-vector_partyaccount.json b/01-model/03-feature-vector/06-vector_partyaccount.json index a4a1473..9fce670 100644 --- a/01-model/03-feature-vector/06-vector_partyaccount.json +++ b/01-model/03-feature-vector/06-vector_partyaccount.json @@ -1,6 +1,6 @@ { "name": "vector_partyaccount", - "description": "Vector joins the 'basic-party' and the 'basic-account'", + "description": "Vector joins the 'basic_party' and the 'basic_account'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/07-vector_partyaccount_02.json b/01-model/03-feature-vector/07-vector_partyaccount_02.json index 14e1bd6..6c23ea6 100644 --- a/01-model/03-feature-vector/07-vector_partyaccount_02.json +++ b/01-model/03-feature-vector/07-vector_partyaccount_02.json @@ -1,6 +1,6 @@ { "name": "vector_partyaccount_02", - "description": "Vector joins the 'basic-party' and the 'basic-account'", + "description": "Vector joins the 'basic_party' and the 'basic_account'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/08-vector_transaction.json b/01-model/03-feature-vector/08-vector_transaction.json index 70432ab..a38afb0 100644 --- a/01-model/03-feature-vector/08-vector_transaction.json +++ b/01-model/03-feature-vector/08-vector_transaction.json @@ -1,6 +1,6 @@ { "name": "vector_transaction", - "description": "Vector for the 'basic-transaction'", + "description": "Vector for the 'basic_transaction'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/09-vector_accounttransaction.json b/01-model/03-feature-vector/09-vector_accounttransaction.json index 1bc42c5..dbc1baf 100644 --- a/01-model/03-feature-vector/09-vector_accounttransaction.json +++ b/01-model/03-feature-vector/09-vector_accounttransaction.json @@ -1,6 +1,6 @@ { "name": "vector_accounttransaction", - "description": "Vector joins the 'basic-account' and the 'basic-transaction'", + "description": "Vector joins the 'basic_account' and the 'basic_transaction'", "kind": "feature-vector", "spec": { "features": [ diff --git a/01-model/03-feature-vector/10-vector_partycontactaccount.json b/01-model/03-feature-vector/10-vector_partycontactaccount.json index 1f54abd..08058a0 100644 --- a/01-model/03-feature-vector/10-vector_partycontactaccount.json +++ b/01-model/03-feature-vector/10-vector_partycontactaccount.json @@ -1,6 +1,6 @@ { "name": "vector_partycontactaccount", - "description": "Vector joins three featuresets, the 'basic-party', 'basic-contact' and 'basoc-account'", + "description": "Vector joins three featuresets, the 'basic_party', 'basic_contact' and 'basoc_account'", "kind": "feature-vector", "spec": { "features": [ diff --git a/02-data/01-size-100/01-basic_party.csv.gz b/02-data/01-size-100/01-basic_party.csv.gz new file mode 100644 index 0000000..4a6ad1b Binary files /dev/null and b/02-data/01-size-100/01-basic_party.csv.gz differ diff --git a/02-data/01-size-100/01-basic_party.parquet b/02-data/01-size-100/01-basic_party.parquet new file mode 100644 index 0000000..5811222 Binary files /dev/null and b/02-data/01-size-100/01-basic_party.parquet 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 new file mode 100644 index 0000000..844bbbb Binary files /dev/null and b/02-data/01-size-100/02-basic_contact.csv.gz differ diff --git a/02-data/01-size-100/02-basic_contact.parquet b/02-data/01-size-100/02-basic_contact.parquet new file mode 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diff --git a/02-data/02-size-1K/06-basic_event.parquet b/02-data/02-size-1K/06-basic_event.parquet new file mode 100644 index 0000000..ab1798c Binary files /dev/null and b/02-data/02-size-1K/06-basic_event.parquet 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 new file mode 100644 index 0000000..7df3e9f Binary files /dev/null and b/02-data/02-size-1K/07-basic_communication.csv.gz differ diff --git a/02-data/02-size-1K/07-basic_communication.parquet b/02-data/02-size-1K/07-basic_communication.parquet new file mode 100644 index 0000000..cb9f3e1 Binary files /dev/null and b/02-data/02-size-1K/07-basic_communication.parquet differ diff --git a/03-test/01-size-100.json b/03-test/01-size-100.json index bd5ea78..1024ac2 100644 --- a/03-test/01-size-100.json +++ b/03-test/01-size-100.json @@ -4,552 +4,531 @@ "kind": "test", "spec": { "HintLast-0": { - "01-basic-party": { - "party_id": "de7c46bf-af8a-43ee-9b3f-e2888531ae14", - "party_establishment": "2000-10-30", + "01-basic_party": { + "party_id": "c8a930a6-0876-477c-b29c-d24da6bcafe9", + "party_establishment": "1985-07-23", "party_type": "Customer", - "party_typedate": "2020-10-03", - "party_gender": "M", - "party_education": "High school", - "party_familystatus": "Divorced", - "party_nchild": 1, - "party_industry": "Industry", - "party_industryposition": "Accountant", - "party_residencecountry": "Svalbard & Jan Mayen Islands", - "party_city": "Bakerfurt", - "party_income": 56000, + "party_typedate": "2006-05-21", + "party_gender": "F", + "party_education": "Elementary school", + "party_familystatus": "Single", + "party_nchild": 2, + "party_industry": "Social services", + "party_industryposition": "Cashier", + "party_residencecountry": "Suriname", + "party_city": "East Cynthia", + "party_income": 166000, "party_incometype": "Earned", - "party_peoplehousehold": 3, - "party_incomehousehold": 151200, - "party_expenseshousehold": 39312, + "party_peoplehousehold": 4, + "party_incomehousehold": 315400, + "party_expenseshousehold": 69388, "party_currency": "USD", "party_note": "", - "record_date": null, - "record-date": "2024-06-21 20:14:11" - }, - "02-basic-contact": { - "party-id": null, - "contact-id": "902a5d6b-19a0-4778-8971-cf3e6697ccdc", - "contact-email": "rhart@example.org", - "contact-phone": "(286)366-1457x728", - "contact-state": "Active", - "record-date": "2024-06-21 20:14:11", - "party_id": "de7c46bf-af8a-43ee-9b3f-e2888531ae14" - }, - "03-basic-relation": { - "party-id": null, - "relation-id": "a90fe95f-c82a-4064-829f-0981f90572dc", - "relation-childid": "9a020cf8-93f8-490e-8327-3a32ac95edbd", - "relation-type": "Social", - "relation-date": "1970-01-01 08:00:00", - "record-date": "2024-06-21 20:14:11", - "party_id": "de7c46bf-af8a-43ee-9b3f-e2888531ae14" - }, - "04-basic-account": { - "party-id": null, - "account-id": "56fc62bc-6937-471f-9dd4-cff53ec41d66", - "account-type": "Saving account", - "account-createdate": "2020-10-03", - "account-state": "Active", - "account-nonactivedate": "2200-01-01", - "record-date": "2024-06-21 20:14:11", - "party_id": "de7c46bf-af8a-43ee-9b3f-e2888531ae14" - }, - "05-basic-transaction": { - "account-id": "56fc62bc-6937-471f-9dd4-cff53ec41d66", - "transaction-id": "b9d3d399-674d-4650-a34b-162750495596", - "transaction-direction": "Incoming", - "transaction-type": "Standard", - "transaction-value": 3142, - "transaction-currency": "USD", - "transaction-description": "Payment for Life Coaching Services", - "transaction-date": "2021-07-24", - "counterparty-name": "Crystal Page", - "counterparty-iban": "GB41WATP40643316546723", - "counterparty-other": "", - "transaction-fraudanomaly": 0.0, - "transaction-fraud": 0, - "record-date": "2024-06-21 20:14:11" - }, - "06-basic-event": { - "party-id": null, - "event-id": "1c4d2ebb-e3b1-4aae-b22b-eb8366054d98", - "session-id": "ef89ba28-c6dd-4113-a121-1b6cc54bf174", - "event-group": "offer", - "event-category": "product list", - "event-action": "show", - "event-detail": "", - "event-date": "2024-06-20 19:25:43", - "record-date": "2024-06-21 20:14:11", - "party_id": "de7c46bf-af8a-43ee-9b3f-e2888531ae14" - }, - "07-basic-communication": { - "party-id": null, - "communication-id": "f7d45376-d65e-4291-ac14-1de6b0b5c818", - "session-id": "1f8eef1e-e64a-483a-8062-4f4784f5b69e", - "content": "You ignored my previous emails and chats! Don't you care about your customers? Respond to me now!", - "content-sentiment": "Negative", - "content-type": "Text", + "record_date": "2024-06-21 21:24:11" + }, + "02-basic_contact": { + "party_id": "c8a930a6-0876-477c-b29c-d24da6bcafe9", + "contact_id": "78ebd3e8-c1f9-4bf6-a7ac-a534563b30f2", + "contact_email": "njohnson@example.net", + "contact_phone": "+1-437-964-9358x2885", + "contact_state": "Active", + "record_date": "2024-06-21 21:24:11" + }, + "03-basic_relation": { + "party_id": "c8a930a6-0876-477c-b29c-d24da6bcafe9", + "relation_id": null, + "relation_childid": "89559e5b-09b0-4aaa-a7f4-f50dfe263899", + "relation_type": "Family", + "relation_date": "1970-01-01 08:00:00", + "record_date": "2024-06-21 21:24:11", + "relation-id": "1ba40d58-768f-49eb-b787-69957175a63a" + }, + "04-basic_account": { + "party_id": "c8a930a6-0876-477c-b29c-d24da6bcafe9", + "account_id": "8d379faa-1d1e-4591-8a77-2d4e5a81c779", + "account_type": "Saving account", + "account_createdate": "2006-05-21", + "account_state": "Active", + "account_nonactivedate": "2200-01-01", + "record_date": "2024-06-21 21:24:11" + }, + "05-basic_transaction": { + "account_id": "8d379faa-1d1e-4591-8a77-2d4e5a81c779", + "transaction_id": "dd5723ce-d759-430c-958d-ad2bafabdcc4", + "transaction_direction": "Incoming", + "transaction_type": "Instant", + "transaction_value": 1385, + "transaction_currency": "USD", + "transaction_description": "Payment for Landscape Design Services Provided", + "transaction_date": "2021-07-12", + "counterparty_name": "Matthew Smith", + "counterparty_iban": "GB64DBZO91682194511592", + "counterparty_other": "", + "transaction_fraudanomaly": 0.0, + "transaction_fraud": 0, + "record_date": "2024-06-21 21:24:11" + }, + "06-basic_event": { + "party_id": "c8a930a6-0876-477c-b29c-d24da6bcafe9", + "event_id": "4241de7e-5054-4d1f-ad61-a5c4f5c77139", + "session_id": "4e2aa38e-dab6-45ea-9cf2-2ab797a9310b", + "event_group": "offer", + "event_category": "service list", + "event_action": "show", + "event_detail": "", + "event_date": "2024-06-21 12:15:38", + "record_date": "2024-06-21 21:24:11" + }, + "07-basic_communication": { + "party_id": "c8a930a6-0876-477c-b29c-d24da6bcafe9", + "communication_id": "ea6e6c0c-c801-46e3-84f7-3740638d1699", + "session_id": "b8903ebd-fa47-48a0-aa28-7c447927f79e", + "content": "How do I create an account?", + "content_sentiment": "Neutral", + "content_type": "Text", "channel": "Email", - "communication-date": "2024-06-19 19:37:57", - "record-date": "2024-06-21 20:14:11", - "party_id": "de7c46bf-af8a-43ee-9b3f-e2888531ae14" + "communication_date": "2024-06-19 19:46:46", + "record_date": "2024-06-21 21:24:11" } }, "HintLast-1": { - "01-basic-party": { - "party_id": "637c4a72-1f13-4355-a59c-231233376b41", - "party_establishment": "1949-11-02", + "01-basic_party": { + "party_id": "a5dc88b3-757d-42bd-9949-d866561ab6d7", + "party_establishment": "2008-06-11", "party_type": "Customer", - "party_typedate": "1996-10-26", + "party_typedate": "2013-08-19", "party_gender": "F", - "party_education": "University", + "party_education": "Elementary school", "party_familystatus": "Divorced", "party_nchild": 1, - "party_industry": "Real Estate", - "party_industryposition": "Sales", - "party_residencecountry": "Martinique", - "party_city": "East Nicholeshire", - "party_income": 151000, + "party_industry": "IT", + "party_industryposition": "Auditor", + "party_residencecountry": "Argentina", + "party_city": "East Debra", + "party_income": 51000, "party_incometype": "Earned", "party_peoplehousehold": 3, - 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"communication-date": "2024-05-24 05:19:51", - "record-date": "2024-06-21 20:14:11", - "party_id": "057b9a5c-5c64-46c2-be74-3d559631a338" + "communication_date": "2024-04-28 00:21:02", + "record_date": "2024-06-21 21:24:11" } } } diff --git a/03-test/02-size-1k.json b/03-test/02-size-1k.json index cc3795c..083f9c4 100644 --- a/03-test/02-size-1k.json +++ b/03-test/02-size-1k.json @@ -4,543 +4,522 @@ "kind": "test", "spec": { "HintLast-0": { - "01-basic-party": { - "party_id": "52b00743-d856-42a3-87eb-e1d3c9c212d9", - "party_establishment": "1953-03-17", + "01-basic_party": { + "party_id": "aa28c403-87be-4271-9f61-073f51a5a206", + "party_establishment": "1966-02-03", "party_type": "Customer", - "party_typedate": "1988-10-01", - "party_gender": "M", + "party_typedate": "2001-10-08", + "party_gender": "F", "party_education": "High school", - "party_familystatus": "Divorced", - "party_nchild": 3, - "party_industry": "Agriculture", - "party_industryposition": "Auditor", - "party_residencecountry": "Saint Barthelemy", - "party_city": "Brucemouth", - "party_income": 100000, + "party_familystatus": "Single", + "party_nchild": 1, + "party_industry": "Food industry", + "party_industryposition": "Tester", + "party_residencecountry": "Algeria", + "party_city": "Williamtown", + "party_income": 186000, "party_incometype": "Earned", - "party_peoplehousehold": 5, - "party_incomehousehold": 110000, - "party_expenseshousehold": 13200, + "party_peoplehousehold": 3, + "party_incomehousehold": 465000, + "party_expenseshousehold": 111600, "party_currency": "USD", "party_note": "", - "record_date": null, - "record-date": "2024-06-21 20:14:11" - }, - "02-basic-contact": { - "party-id": null, - "contact-id": "8a1594cf-449c-4b68-ad2e-3acdfe0256fd", - "contact-email": "qjennings@example.net", - "contact-phone": "(445)511-0746x8789", - "contact-state": "Active", - "record-date": "2024-06-21 20:14:11", - "party_id": "52b00743-d856-42a3-87eb-e1d3c9c212d9" - }, - "03-basic-relation": { - "party-id": null, - "relation-id": "d41a0577-a135-4efd-9fb8-84e28e2c0000", - "relation-childid": "471abb9b-b68c-4dc1-a6a0-8ad59bd6921f", - "relation-type": "Social", - "relation-date": "1970-01-01 08:00:00", - "record-date": "2024-06-21 20:14:11", - "party_id": "52b00743-d856-42a3-87eb-e1d3c9c212d9" - }, - "04-basic-account": { - "party-id": null, - "account-id": "9bfa803a-19f3-42b2-b2f1-19446e284472", - "account-type": "Current account", - "account-createdate": "1988-10-01", - "account-state": "Active", - "account-nonactivedate": "2200-01-01", - "record-date": "2024-06-21 20:14:11", - "party_id": "52b00743-d856-42a3-87eb-e1d3c9c212d9" - }, - "05-basic-transaction": { - "account-id": "9bfa803a-19f3-42b2-b2f1-19446e284472", - "transaction-id": "2c5b5c96-433a-4b56-9e2d-d276f6ea93f7", - "transaction-direction": "Incoming", - "transaction-type": "Standard", - "transaction-value": 4360, - "transaction-currency": "USD", - "transaction-description": "Payment for Legal Services Rendered", - "transaction-date": "2021-07-11", - "counterparty-name": "Daniel Quinn", - "counterparty-iban": "GB24OCWS27402352375706", - 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