Datatype mismatch between datalink and workbook
I'm not sure how to fix a datatype mismatch between a datalink and a workbook. This is the error.
datameer.dap.common.exception.ComputationException: Column Latest_022820!expected_aoci is of type BigDecimalValueType{precision=null, scale=null}, but column data is of type FLOAT.
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Hello Thomas.
When exactly do you face this exception - while creating a Workbook or while running it? Or perhaps Datameer drops some records with this exception?
This might be also a data issue - e.g. during the DataLink setup the column's expected_aoci type has been automatically detected or manually set as BigDecimal, but the actual values have FLOAT type.
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I original had setup the datalink a few months ago and manually changed some of the quantitative fields to type 'FLOAT', yesterday I changed those same fields to big_decimal in the datalink and added new fields to the schema as well. What I found in the workbooks is that it seems to refer to the old data type.
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Refreshing the datalink worked but now whenever I change a sql query or formula in the workbook, I will get datatype errors like this until I re-run the book.
RecordSource for sheet 'Missing_Reference' (das.internal.SqlSheetType) of incorrect type. Is RecordType{[STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, INTEGER, STRING, STRING, STRING, STRING, STRING, STRING, BigDecimalValueType{precision=null, scale=null}, BigDecimalValueType{precision=null, scale=null}]} but expected RecordType{[STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, STRING, INTEGER, STRING, STRING, STRING, STRING, STRING, STRING, BigDecimalValueType{precision=null, scale=null}, STRING]}.
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Hello Thomas.
Any change you could attach your DataLink's and Workbook's job-definition.json files? You could retrieve them from a JobTrace. How to Collect a Job Trace. -
INFO [2020-04-03 10:21:06.138] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_DEFINITION
INFO [2020-04-03 10:21:06.164] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type JOB_DEFINITION do exist!
INFO [2020-04-03 10:21:06.165] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_LOG
INFO [2020-04-03 10:21:06.179] [qtp693632176-4588991] (JobTraceCollector.java:170) - Copying 'job.log' from 'JobStorageFile{jobhistory/101687/3842247/job.log}' to '/app/software/Datameer/Datameer-7.4.6-hdp-2.6.5-hive1/temp/cache/dfscache/795/job-3842247/job.log'
INFO [2020-04-03 10:21:06.187] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_PLAN_ORIGINAL
INFO [2020-04-03 10:21:06.193] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type JOB_PLAN_ORIGINAL do exist!
INFO [2020-04-03 10:21:06.193] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_PLAN_COMPILED
INFO [2020-04-03 10:21:06.216] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type JOB_PLAN_COMPILED do exist!
INFO [2020-04-03 10:21:06.217] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_CONF
INFO [2020-04-03 10:21:06.237] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type JOB_CONF do exist!
INFO [2020-04-03 10:21:06.238] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_EXECUTION_TRACE
INFO [2020-04-03 10:21:06.259] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type JOB_EXECUTION_TRACE do exist!
INFO [2020-04-03 10:21:06.260] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact CLUSTER_JOBS
INFO [2020-04-03 10:21:06.282] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type CLUSTER_JOBS do exist!
INFO [2020-04-03 10:21:06.283] [qtp693632176-4588991] (JobTraceCollector.java:123) - Including single history artifact JOB_PAYLOAD
INFO [2020-04-03 10:21:06.308] [qtp693632176-4588991] (JobTraceCollector.java:129) - No artifacts of type JOB_PAYLOAD do exist!
INFO [2020-04-03 10:21:06.309] [qtp693632176-4588991] (JobTraceCollector.java:137) - Including multi history artifact ERROR_LOG
INFO [2020-04-03 10:21:06.345] [qtp693632176-4588991] (JobTraceCollector.java:142) - No artifacts of type ERROR_LOG do exist!
INFO [2020-04-03 10:21:06.346] [qtp693632176-4588991] (JobTraceCollector.java:137) - Including multi history artifact TASK_LOG
INFO [2020-04-03 10:21:06.362] [qtp693632176-4588991] (JobTraceCollector.java:142) - No artifacts of type TASK_LOG do exist!
INFO [2020-04-03 10:21:06.363] [qtp693632176-4588991] (JobTraceCollector.java:137) - Including multi history artifact JOB_INPUT_DEFINITION
INFO [2020-04-03 10:21:06.461] [qtp693632176-4588991] (JobTraceCollector.java:142) - No artifacts of type JOB_INPUT_DEFINITION do exist!
INFO [2020-04-03 10:21:06.462] [qtp693632176-4588991] (JobTraceCollector.java:137) - Including multi history artifact JOB_CONF_CLUSTER
INFO [2020-04-03 10:21:06.493] [qtp693632176-4588991] (JobTraceCollector.java:142) - No artifacts of type JOB_CONF_CLUSTER do exist! -
Hello Thomas.
Looks like the JobTrace is not complete for some reason. There is an alternative way to the artifact's definition.
Workbook- Open the Workbook in Datameer UI.
- Change the page's address in the browser from http://<host>:<port>/workbook/<id> to http://<host>:<port>/rest/workbook/<id>
- This returns the Workbooks definition as a JSON file.
DataLink
- Click once on the DataLink in UI, note the ID value at the Inspector's Information tab (left side of the page).
- Open ImportJob's configuration.
- Change the page's address in the browser from http://<host>:<port>/import-job/chooseConnection to http://<host>:<port>/rest/import-job/<ID>
- This returns the Workbooks definition as a JSON file.
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These are long so i'll send them in separate comments:
Workbook JSON:
{ "version": "7.4.6", "className": "datameer.dap.common.entity.WorkbookConfigurationImpl", "file": { "uuid": "7cddfcbf-2f38-45f5-ac3b-a281f233ee6a", "path": "/Teams/FinanceCore/Finance/ESP/Reports/Exception Reports/Feb 2020/Reference Exception Report.wbk", "description": "", "name": "Reference Exception Report" }, "pullType": "WHEN_NEW_DATA_COMES_IN", "schedule": "0 10 * * 0-6", "minKeepCount": 1, "properties": {}, "hadoopProperties": "", "notificationAddresses": "", "notificationSuccessAddresses": "", "sheets": [ { "name": "Latest_022820", "sheetId": "86dfd55e-47b5-4c01-a0d9-76fc00811201", "sheetType": "das.internal.ExternalWorkbookSheetType", "keep": false, "runTriggeringConfiguration": { "runTrigger": true }, "referencedSheet": { "name": "Latest_022820", "sheetId": "8ae2f066-38e7-4287-a27f-1111998bdddd", "workbook": { "path": "/Teams/FinanceCore/Finance/ESP/Reports/Latest ESP View/Latest 022920 ESP View Workbook.wbk", "uuid": "a23e6e58-1644-4e7a-802f-d0b8d2df96ce" } }, "columnStyles": [ { "columnId": "source_batch_id", "name": "source_batch_id", "width": 100, "thousandSeparator": true }, { "columnId": "as_at_date", "name": "as_at_date", "width": 100, "thousandSeparator": true }, { "columnId": "business_key", "name": "business_key", "width": 100, "thousandSeparator": true }, { "columnId": "ecl_old_record_id", "name": "ecl_old_record_id", "width": 100, "thousandSeparator": true }, { "columnId": "region", "name": "region", "width": 100, "thousandSeparator": true }, { "columnId": "source_system_id", "name": "source_system_id", "width": 100, "thousandSeparator": true }, { "columnId": "eod_position_id", "name": "eod_position_id", "width": 100, "thousandSeparator": true }, { "columnId": "record_origin", "name": "record_origin", "width": 100, "thousandSeparator": true }, { "columnId": "eodc_asset_class_type", "name": "eodc_asset_class_type", "width": 100, "thousandSeparator": true }, { "columnId": "eodc_product_type", "name": "eodc_product_type", "width": 100, "thousandSeparator": true }, { "columnId": "eodc_product_sub_type", "name": "eodc_product_sub_type", "width": 100, "thousandSeparator": true }, { "columnId": "aa7f9b761bac6dedd2077dd090ffbf6c", "name": "source_product_classification", "width": 100, "thousandSeparator": true }, { "columnId": "d543f8a9e396ada8ea06b8128d6bb4d6", "name": "lrm_product_classification_id", "width": 100, "thousandSeparator": true }, { "columnId": "market_sector", "name": "market_sector", "width": 100, "thousandSeparator": true }, { "columnId": "security_type_indicator", "name": "security_type_indicator", "width": 100, "thousandSeparator": true }, { "columnId": "ecpt_code", "name": "ecpt_code", "width": 100, "thousandSeparator": true }, { "columnId": "ecpt_name", "name": "ecpt_name", "width": 100, "thousandSeparator": true }, { "columnId": "ecpt_parent_code", "name": "ecpt_parent_code", "width": 100, "thousandSeparator": true }, { "columnId": "external_product_type", "name": "external_product_type", "width": 100, "thousandSeparator": true }, { "columnId": "country_classification", "name": "country_classification", "width": 100, "thousandSeparator": true }, { "columnId": "b2_sector", "name": "b2_sector", "width": 100, "thousandSeparator": true }, { "columnId": "b2_bs_60200_rollup", "name": "b2_bs_60200_rollup", "width": 100, "thousandSeparator": true }, { "columnId": "b2_product_type_1", "name": "b2_product_type_1", "width": 100, "thousandSeparator": true }, { "columnId": "b2_product_type_2", "name": "b2_product_type_2", "width": 100, "thousandSeparator": true }, { "columnId": "gdal_sector", "name": "gdal_sector", "width": 100, "thousandSeparator": true }, { "columnId": "agency", "name": "agency", "width": 100, "thousandSeparator": true }, { "columnId": "position_type", "name": "position_type", "width": 100, "thousandSeparator": true }, { "columnId": "position_level_name", "name": "position_level_name", "width": 100, "thousandSeparator": true }, { "columnId": "instrument_currency", "name": "instrument_currency", "width": 100, "thousandSeparator": true }, { "columnId": "reporting_currency", "name": "reporting_currency", "width": 100, "thousandSeparator": true }, { "columnId": "instrument_srdr_id", "name": "instrument_srdr_id", "width": 100, "thousandSeparator": true }, { "columnId": "isin_id", "name": "isin_id", "width": 100, "thousandSeparator": true }, { "columnId": "bloomberg_unique_id", "name": "bloomberg_unique_id", "width": 100, "thousandSeparator": true }, { "columnId": "cusip_id", "name": "cusip_id", "width": 100, "thousandSeparator": true }, { "columnId": "sedol_id", "name": "sedol_id", "width": 100, "thousandSeparator": true }, { "columnId": "source_instrument_id", "name": "source_instrument_id", "width": 100, "thousandSeparator": true }, { "columnId": "source_trade_group_id", "name": "source_trade_group_id", "width": 100, "thousandSeparator": true }, { "columnId": "source_trade_id", "name": "source_trade_id", "width": 100, "thousandSeparator": true }, { "columnId": "4733727496358f00c356a56a8bb44b3c", "name": "source_contract_version_number", "width": 100, "thousandSeparator": true }, { "columnId": "involved_party_id", "name": "involved_party_id", "width": 100, "thousandSeparator": true }, { "columnId": "9d9ba992405dd18bc0be7b001e7722cc", "name": "involved_party_id_source_type", "width": 100, "thousandSeparator": true }, { "columnId": "d9f3cd8b0f9a7479045c140d0d041129", "name": "source_counterparty_short_name", "width": 100, "thousandSeparator": true }, { "columnId": "position_short_long_code", "name": "position_short_long_code", "width": 100, "thousandSeparator": true }, { "columnId": "pay_receive_code", "name": "pay_receive_code", "width": 100, "thousandSeparator": true }, { "columnId": "position_quantity", "name": "position_quantity", "width": 100, "thousandSeparator": true }, { "columnId": "position_decorator_id", "name": "position_decorator_id", "width": 100, "thousandSeparator": true }, { "columnId": "position_decorator_type", "name": "position_decorator_type", "width": 100, "thousandSeparator": true }, { "columnId": "issue_date", "name": "issue_date", "width": 100, "thousandSeparator": true }, { "columnId": "maturity_date", "name": "maturity_date", "width": 100, "thousandSeparator": true }, { "columnId": "fcecf63c351f588a2ab251bb1cb425a9", "name": "original_term_to_maturity_days", "width": 100, "thousandSeparator": true }, { "columnId": "28111b933bd48408a09002e419f21f69", "name": "residual_term_to_maturity_days", "width": 100, "thousandSeparator": true }, { "columnId": "position_settlement_date", "name": "position_settlement_date", "width": 100, "thousandSeparator": true }, { "columnId": "cc00e3f46e0426d27f6c548222ee2f0e", "name": "issue_rating_moody_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "4ff8da698d29a6eabc31fc48741b67b8", "name": "issue_rating_sp_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "f13d373b39cd2fcb7c198b95992c51f6", "name": "issue_rating_fitch_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "a16bebf5c160b5096576ae743ed49f63", "name": "issue_rating_dbrs_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_cdr_id", "name": "issuer_cdr_id", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_bbg_id", "name": "issuer_bbg_id", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_srf", "name": "issuer_srf", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_name", "name": "issuer_name", "width": 100, "thousandSeparator": true }, { "columnId": "e32efe965d0939ea5a9f01a44c5ac1c9", "name": "issuer_ultimate_parent_id", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_industry", "name": "issuer_industry", "width": 100, "thousandSeparator": true }, { "columnId": "c27c46c7c43729733dbf1f89ffbcd618", "name": "issuer_dom_country_short_code", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_province", "name": "issuer_province", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_rbcsic", "name": "issuer_rbcsic", "width": 100, "thousandSeparator": true }, { "columnId": "f94dd9356af18de78e4d06161f4db018", "name": "issuer_business_risk_rating", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_rating_sp_lt_fc", "name": "issuer_rating_sp_lt_fc", "width": 100, "thousandSeparator": true }, { "columnId": "issuer_rating_sp_lt_li", "name": "issuer_rating_sp_lt_li", "width": 100, "thousandSeparator": true }, { "columnId": "729d51542b944e081037ecb4876043bd", "name": "issuer_rating_fitch_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "39ba424f65a0d00efd7f24732ba0c9e3", "name": "issuer_rating_moody_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "8f8317e02b7a4d0135c5696e9312754e", "name": "issuer_rating_dbrs_long_term", "width": 100, "thousandSeparator": true }, { "columnId": "guarantor_cdr_id", "name": "guarantor_cdr_id", "width": 100, "thousandSeparator": true }, { "columnId": "guarantor_bbg_id", "name": "guarantor_bbg_id", "width": 100, "thousandSeparator": true }, { "columnId": "guarantor_srf", "name": "guarantor_srf", "width": 100, "thousandSeparator": true }, { "columnId": "guarantor_name", "name": "guarantor_name", "width": 100, "thousandSeparator": true }, { "columnId": "c48b9a06ea964c06f156acf4ae9290cf", "name": "guarantor_ultimate_parent_id", "width": 100, "thousandSeparator": true }, { "columnId": "guarantor_rbcsic", "name": "guarantor_rbcsic", "width": 100, "thousandSeparator": true }, { "columnId": "8c4941ca145a9db2a5459ec62992f781", "name": "guarantor_business_risk_rating", "width": 100, "thousandSeparator": true }, { "columnId": "coupon_rate", "name": "coupon_rate", "width": 100, "thousandSeparator": true }, { "columnId": "coupon_type", "name": "coupon_type", "width": 100, "thousandSeparator": true }, { "columnId": "last_coupon_reset_date", "name": "last_coupon_reset_date", "width": 100, "thousandSeparator": true }, { "columnId": "next_coupon_reset_date", "name": "next_coupon_reset_date", "width": 100, "thousandSeparator": true }, { "columnId": "coupon_reset_frequency", "name": "coupon_reset_frequency", "width": 100, "thousandSeparator": true }, { "columnId": "reset_index", "name": "reset_index", "width": 100, "thousandSeparator": true }, { "columnId": "rbc_issued_flag", "name": "rbc_issued_flag", "width": 100, "thousandSeparator": true }, { "columnId": "security_product_type", "name": "security_product_type", "width": 100, "thousandSeparator": true }, { "columnId": "bbg_product_type", "name": "bbg_product_type", "width": 100, "thousandSeparator": true }, { "columnId": "bbg_product_subtype", "name": "bbg_product_subtype", "width": 100, "thousandSeparator": true }, { "columnId": "security_description", "name": "security_description", "width": 100, "thousandSeparator": true }, { "columnId": "bbg_sector", "name": "bbg_sector", "width": 100, "thousandSeparator": true }, { "columnId": "bbg_industry_group", "name": "bbg_industry_group", "width": 100, "thousandSeparator": true }, { "columnId": "bbg_industry_sub_group", "name": "bbg_industry_sub_group", "width": 100, "thousandSeparator": true }, { "columnId": "sector_immediate_risk", "name": "sector_immediate_risk", "width": 100, "thousandSeparator": true }, { "columnId": "sector_ultimate_risk", "name": "sector_ultimate_risk", "width": 100, "thousandSeparator": true }, { "columnId": "collateral_type", "name": "collateral_type", "width": 100, "thousandSeparator": true }, { "columnId": "ticker", "name": "ticker", "width": 100, "thousandSeparator": true }, { "columnId": "mortg_deal_type", "name": "mortg_deal_type", "width": 100, "thousandSeparator": true }, { "columnId": "mortg_issuer_fullname", "name": "mortg_issuer_fullname", "width": 100, "thousandSeparator": true }, { "columnId": "compliance_code", "name": "compliance_code", "width": 100, "thousandSeparator": true }, { "columnId": "tranche_type_description", "name": "tranche_type_description", "width": 100, "thousandSeparator": true }, { "columnId": "is_subordinated", "name": "is_subordinated", "width": 100, "thousandSeparator": true }, { "columnId": "country_of_domicile", "name": "country_of_domicile", "width": 100, "thousandSeparator": true }, { "columnId": "country_of_risk", "name": "country_of_risk", "width": 100, "thousandSeparator": true }, { "columnId": "country_ultimate_risk", "name": "country_ultimate_risk", "width": 100, "thousandSeparator": true }, { "columnId": "country_of_guarantor", "name": "country_of_guarantor", "width": 100, "thousandSeparator": true }, { "columnId": "bdr_book_id", "name": "bdr_book_id", "width": 100, "thousandSeparator": true }, { "columnId": "source_book_id", "name": "source_book_id", "width": 100, "thousandSeparator": true }, { "columnId": "source_book_name", "name": "source_book_name", "width": 100, "thousandSeparator": true }, { "columnId": "source_sub_book_name", "name": "source_sub_book_name", "width": 100, "thousandSeparator": true }, { "columnId": "slim_app_book_cd", "name": "slim_app_book_cd", "width": 100, "thousandSeparator": true }, { "columnId": "slim_app_book_name", "name": "slim_app_book_name", "width": 100, "thousandSeparator": true }, { "columnId": "transit_number", "name": "transit_number", "width": 100, "thousandSeparator": true }, { "columnId": "transit_desc", "name": "transit_desc", "width": 100, "thousandSeparator": true }, { "columnId": "3690b5a2ec60a81854286caea077d726", "name": "source_booking_transit_id", "width": 100, "thousandSeparator": true }, { "columnId": "transit_short_name", "name": "transit_short_name", "width": 100, "thousandSeparator": true }, { "columnId": "master_book_name", "name": "master_book_name", "width": 100, "thousandSeparator": true }, { "columnId": "master_book_desc", "name": "master_book_desc", "width": 100, "thousandSeparator": true }, { "columnId": "sub_branch_code", "name": "sub_branch_code", "width": 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The workbook above reference a sheet from another workbook:
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"origin": "jobexecutionInfo.id", "valueType": "{\"type\":\"INTEGER\"}", "version": 3 }, { "acceptEmpty": false, "id": 2541458, "include": false, "name": "dasJobExecutionStartTime", "origin": "jobexecutionInfo.starttime", "valueType": "{\"type\":\"STRING\"}", "version": 3 } ] }
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Hello Thomas.
I hope you are doing fine and staying safe. I'm sorry for the delayed response.
I finally had a chance to set up similar artifacts you have hoping to reproduce the error, but unfortunately with no luck so far. I really need to take a look at the artifacts to say more.If the issue is still on-going, please log in to https://support.datameer.com/ with your corporate email address and raise a support ticket via Contact Support -> Submit New ticket.
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