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Posted to github@arrow.apache.org by GitBox <gi...@apache.org> on 2022/05/05 11:26:17 UTC
[GitHub] [arrow-datafusion] tustvold opened a new issue, #2453: Incorrect Parquet Projection For Nested Types
tustvold opened a new issue, #2453:
URL: https://github.com/apache/arrow-datafusion/issues/2453
**Describe the bug**
```
use datafusion::prelude::{ParquetReadOptions, SessionContext};
#[tokio::test]
async fn temp() {
let ctx = SessionContext::new();
ctx.register_parquet("patient", "part-00000-f6337bce-7fcd-4021-9f9d-040413ea83f8-c000.snappy.parquet",
ParquetReadOptions::default()).await.unwrap();
let df = ctx.sql("SELECT patient.meta FROM patient LIMIT 10").await.unwrap();
df.show().await.unwrap();
}
```
Where part-00000-f6337bce-7fcd-4021-9f9d-040413ea83f8-c000.snappy.parquet is the [parquet file](https://github.com/apache/arrow-datafusion/files/8626500/part-00000-f6337bce-7fcd-4021-9f9d-040413ea83f8-c000.snappy.parquet.zip) provided by @kesavkolla in https://github.com/apache/arrow-datafusion/issues/2439
This fails with
```
called `Result::unwrap()` on an `Err` value: ArrowError(ExternalError(ArrowError(InvalidArgumentError("column types must match schema types, expected Struct([Field { name: \"id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"extension\", data_type: List(Field { name: \"element\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"versionId\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"lastUpdated\", data_type: Timestamp(Nanosecond, None), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"source\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"profile\", data_type: List(Field { name: \"element\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_order
ed: false, metadata: None }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"security\", data_type: List(Field { name: \"element\", data_type: Struct([Field { name: \"id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"extension\", data_type: List(Field { name: \"element\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"system\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"version\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"code\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"display\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"
userSelected\", data_type: Boolean, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }]), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"tag\", data_type: List(Field { name: \"element\", data_type: Struct([Field { name: \"id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"extension\", data_type: List(Field { name: \"element\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"system\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"version\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"code\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, meta
data: None }, Field { name: \"display\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }, Field { name: \"userSelected\", data_type: Boolean, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }]), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }), nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }]) but found Struct([Field { name: \"id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: None }]) at column index 0"))))
```
The problem arises because ParquetExec is passing the projection indices for the arrow schema to get_record_reader_by_columns which instead expects parquet column indexes. In the presence of nested types, these are not the same thing.
This is further complicated by https://github.com/apache/arrow-rs/issues/1652 and https://github.com/apache/arrow-rs/issues/1651
**To Reproduce**
Run the code above
**Expected behavior**
The code should not error
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[GitHub] [arrow-datafusion] tustvold commented on issue #2453: Incorrect Parquet Projection For Nested Types
Posted by GitBox <gi...@apache.org>.
tustvold commented on issue #2453:
URL: https://github.com/apache/arrow-datafusion/issues/2453#issuecomment-1133593168
https://github.com/apache/arrow-rs/pull/1716 contains a new API that should fix this
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[GitHub] [arrow-datafusion] kesavkolla commented on issue #2453: Incorrect Parquet Projection For Nested Types
Posted by GitBox <gi...@apache.org>.
kesavkolla commented on issue #2453:
URL: https://github.com/apache/arrow-datafusion/issues/2453#issuecomment-1141552480
For some reason if I use SELECT * FROM patient it's not getting data for all the columns. It got only few columns data but other non Struct columns got empty data.
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[GitHub] [arrow-datafusion] kesavkolla commented on issue #2453: Incorrect Parquet Projection For Nested Types
Posted by GitBox <gi...@apache.org>.
kesavkolla commented on issue #2453:
URL: https://github.com/apache/arrow-datafusion/issues/2453#issuecomment-1141237018
Now arrow-rs is released 15 version will datafusion upgrade to that so this bug can be closed?
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[GitHub] [arrow-datafusion] tustvold closed issue #2453: Incorrect Parquet Projection For Nested Types
Posted by GitBox <gi...@apache.org>.
tustvold closed issue #2453: Incorrect Parquet Projection For Nested Types
URL: https://github.com/apache/arrow-datafusion/issues/2453
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[GitHub] [arrow-datafusion] tustvold commented on issue #2453: Incorrect Parquet Projection For Nested Types
Posted by GitBox <gi...@apache.org>.
tustvold commented on issue #2453:
URL: https://github.com/apache/arrow-datafusion/issues/2453#issuecomment-1141300151
I can confirm https://github.com/apache/arrow-datafusion/pull/2631 closes this issue, although it should be noted it now runs into a different issue that will need to be triaged and fixed
```
called `Result::unwrap()` on an `Err` value: ArrowError(ComputeError("concat requires input of at least one array"))
thread 'physical_plan::file_format::parquet::tests::temp' panicked at 'called `Result::unwrap()` on an `Err` value: ArrowError(ComputeError("concat requires input of at least one array"))', datafusion/common/src/scalar.rs:1206:18
stack backtrace:
0: rust_begin_unwind
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/std/src/panicking.rs:584:5
1: core::panicking::panic_fmt
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/panicking.rs:143:14
2: core::result::unwrap_failed
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/result.rs:1785:5
3: core::result::Result<T,E>::unwrap
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/result.rs:1078:23
4: datafusion_common::scalar::ScalarValue::to_array_of_size
at /home/raphael/repos/external/arrow-datafusion/datafusion/common/src/scalar.rs:1198:22
5: datafusion_common::scalar::ScalarValue::to_array_of_size::{{closure}}
at /home/raphael/repos/external/arrow-datafusion/datafusion/common/src/scalar.rs:1253:45
6: core::iter::adapters::map::map_fold::{{closure}}
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/iter/adapters/map.rs:84:28
7: core::iter::traits::iterator::Iterator::fold
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/iter/traits/iterator.rs:2362:21
8: <core::iter::adapters::map::Map<I,F> as core::iter::traits::iterator::Iterator>::fold
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/iter/adapters/map.rs:124:9
9: core::iter::traits::iterator::Iterator::for_each
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/iter/traits/iterator.rs:779:9
10: <alloc::vec::Vec<T,A> as alloc::vec::spec_extend::SpecExtend<T,I>>::spec_extend
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/alloc/src/vec/spec_extend.rs:40:17
11: <alloc::vec::Vec<T> as alloc::vec::spec_from_iter_nested::SpecFromIterNested<T,I>>::from_iter
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/alloc/src/vec/spec_from_iter_nested.rs:62:9
12: <alloc::vec::Vec<T> as alloc::vec::spec_from_iter::SpecFromIter<T,I>>::from_iter
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/alloc/src/vec/spec_from_iter.rs:33:9
13: <alloc::vec::Vec<T> as core::iter::traits::collect::FromIterator<T>>::from_iter
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/alloc/src/vec/mod.rs:2554:9
14: core::iter::traits::iterator::Iterator::collect
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/iter/traits/iterator.rs:1784:9
15: datafusion_common::scalar::ScalarValue::to_array_of_size
at /home/raphael/repos/external/arrow-datafusion/datafusion/common/src/scalar.rs:1248:48
16: datafusion_common::scalar::ScalarValue::to_array
at /home/raphael/repos/external/arrow-datafusion/datafusion/common/src/scalar.rs:658:9
17: datafusion::datasource::get_statistics_with_limit::{{closure}}
at ./src/datasource/mod.rs:75:56
18: <core::future::from_generator::GenFuture<T> as core::future::future::Future>::poll
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/future/mod.rs:91:19
19: datafusion::datasource::listing::table::ListingTable::list_files_for_scan::{{closure}}
at ./src/datasource/listing/table.rs:394:67
20: <core::future::from_generator::GenFuture<T> as core::future::future::Future>::poll
at /rustc/fe5b13d681f25ee6474be29d748c65adcd91f69e/library/core/src/future/mod.rs:91:19
21: <datafusion::datasource::listing::table::ListingTable as datafusion::datasource::datasource::TableProvider>::scan::{{closure}}
```
However, if you disable stats collection it works correctly :tada:
```
#[tokio::test]
async fn temp() {
let ctx = SessionContext::new();
let mut options = ParquetReadOptions::default()
.parquet_pruning(true)
.to_listing_options(2);
// Disable stats collection
options.collect_stat = false;
ctx.register_listing_table("patient", "/home/raphael/Downloads/part-00000-f6337bce-7fcd-4021-9f9d-040413ea83f8-c000.snappy.parquet", options, None).await.unwrap();
let df = ctx.sql("SELECT patient.meta FROM patient LIMIT 10").await.unwrap();
df.show().await.unwrap();
}
```
I will file a follow on ticket.
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[GitHub] [arrow-datafusion] tustvold commented on issue #2453: Incorrect Parquet Projection For Nested Types
Posted by GitBox <gi...@apache.org>.
tustvold commented on issue #2453:
URL: https://github.com/apache/arrow-datafusion/issues/2453#issuecomment-1141985682
Is this using the arrow 15 branch - https://github.com/apache/arrow-datafusion/pull/2631 ?
I would expect this behaviour from master, where projection, including no projection, is broken. However, it appears to be working correctly on the arrow 15 branch?
```
+--------------+--------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------+----------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+--------+------------+-----------------+------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
----------------------+----------------------+-------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------+-------------+------------------+-----------------------+----------------------+
| resourceType | id | meta | implicitRules | language | text | contained | extension
| modifierExtension | identifier
| active | name
| telecom | gender | birthDate | deceasedBoolean | deceasedDateTime | address | maritalStatus |
multipleBirthBoolean | multipleBirthInteger | photo | contact | communication
| generalPractitioner | managingOrganization | link | yy__version | yy__us_core_race | yy__us_core_ethnicity | yy__us_core_birthsex |
+--------------+--------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------+----------+----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------+-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+--------+------------+-----------------+------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
----------------------+----------------------+-------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------+-------------+------------------+-----------------------+----------------------+
| Patient | eTplvxRvcd-eT1nEI8BvQRQ3 | | | | | | [{"extension":[{"valueCoding":{"system":"http://terminology.hl7.org/CodeSystem/v3-NullFlavor","code":"UNK","display":"Unknown"},"url":"ombCategory"},{"valueString":"Unknown","url":"text"}],"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race"}, {"extension":[{"valueString":"Unknown","url":"text"}],"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity"}, {"valueCodeableConcept":{"coding":[{"system":"urn:oid:1.2.840.114350.1.13.0.1.7.10.698084.130.657370.19999000","code":"female"
}]},"url":"http://open.epic.com/FHIR/StructureDefinition/extension/legal-sex"}, {"valueCodeableConcept":{"coding":[{"system":"urn:oid:1.2.840.114350.1.13.0.1.7.10.698084.130.657370.19999000","code":"female"}]},"url":"http://open.epic.com/FHIR/StructureDefinition/extension/sex-for-clinical-use"}, {"valueCode":"F","url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex"}] | | [{"id": null, "extension": null, "use": "usual", "type": null, "system": "urn:oid:2.16.840.1.113883.4.1", "value": "234-98-7197", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "EPIC"}, "system": "urn:oid:1.2.840.114350.1.1", "value": "E3480", "period": null, "assigner": null}, {"id
": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "EXTERNAL"}, "system": "urn:oid:1.2.840.114350.1.13.0.1.7.2.698084", "value": "Z5337", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "FHIR"}, "system": "http://open.epic.com/FHIR/StructureDefinition/patient-dstu2-fhir-id", "value": "TkxuGNMCpBMIkhR5bO0UFliCEuV9bS6E9zUmYP0aN7HgB", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "FHIR STU3"}, "system": "http://open.epic.com/FHIR/StructureDefinition/patient-fhir-id", "value": "eTplvxRvcd-eT1nEI8BvQRQ3", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "INTERNAL"}, "system": "urn:oid:1.2.840.114350.1.13.0.1.7.2.698084", "value": " Z53
37", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "MRN"}, "system": "urn:oid:1.2.840.114350.1.13.0.1.7.5.737384.14", "value": "203235", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "MYCHARTLOGIN"}, "system": "urn:oid:1.2.840.114350.1.13.0.1.7.3.878082.110", "value": "ICONJENNIFER", "period": null, "assigner": null}, {"id": null, "extension": null, "use": "usual", "type": {"id": null, "extension": null, "coding": null, "text": "WPRINTERNAL"}, "system": "urn:oid:1.2.840.114350.1.13.0.1.7.2.878082", "value": "280", "period": null, "assigner": null}] | true | [{"id": null, "extension": null, "use": "official", "text": "Jennifer Infection Control", "family": "Infection Control", "given": [Jennifer], "prefix": null, "suffix": null, "period": null}, {"id": null, "extension": null, "use":
"usual", "text": "Jennifer Infection Control", "family": "Infection Control", "given": [Jennifer], "prefix": null, "suffix": null, "period": null}] | [{"id": null, "extension": null, "system": "phone", "value": "608-986-4254", "use": "home", "rank": null, "period": null}] | female | 1964-02-05 | false | | [{"id": null, "extension": null, "use": "home", "type": null, "text": null, "line": [1979 Milky Way, ], "city": "Verona", "district": "DANE", "state": "WI", "postalCode": "53593", "country": "US", "period": null}] | {"id": null, "extension": null, "coding": null, "text": "Unknown"} |
| | | [{"id": null, "extension": null, "modifierExtension": null, "relationship": [{"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0131", "version": null, "code": "C", "display": "Emergency Contact", "userSelected": null}], "text": null}], "name": {"id": null, "extension": null, "use": "usual", "text": "Jenny Inf Validate", "family": null, "given": null, "prefix": null, "suffix": null, "period": null}, "telecom": [{"id": null, "extension": null, "system": "phone", "value": "608-986-4254", "use": "temp", "rank": null, "period": null}], "address": {"id": null, "extension": null, "use": "home", "type": null, "text": null, "line": [1979 Milky Way, ], "city": "Verona", "district": "DANE", "state": "WI", "postalCode": "53593", "country": "US", "period": null}, "gender": null, "organization": null, "period": null}] | [{"id": null, "extension": null, "modifierExten
sion": null, "language": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "urn:ietf:bcp:47", "version": null, "code": "en", "display": "English", "userSelected": null}], "text": "English"}, "preferred": true}] | | {"id": null, "extension": null, "reference": "Organization/enRyWnSP963FYDpoks4NHOA3", "type": null, "identifier": null, "display": "Epic Hospital System"} | | | | | |
| Patient | 1127421b-66fd-85ff-b92e-827c9a280be2 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
{"url":"http://hl7.org/fhir/StructureDefinition/patient-mothersMaidenName","valueString":"Keli839 Windler79"}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex","valueCode":"M"}, {"url":"http://hl7.org/fhir/StructureDefinition/patient-birthPlace","valueAddress":{"city":"Boston","state":"Massachusetts","country":"US"}}, {"url":"http://synthetichealth.github.io/synthea/disability-adjusted-life-years","valueDecimal":0.626048129961879}, {"url":"http://synthetichealth.github.io/synthea/quality-adjusted-life-years","valueDecimal":43.37395187003812}] | | [{"id": null, "extension": null, "use": null, "type": null, "system": "AmbulatoryEHR1", "value": "1127421b-66fd-85ff-b92e-827c9a280be2", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code":
"MR", "display": "Medical Record Number", "userSelected": null}], "text": "Medical Record Number"}, "system": "http://hospital.smarthealthit.org", "value": "1127421b-66fd-85ff-b92e-827c9a280be2", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "SS", "display": "Social Security Number", "userSelected": null}], "text": "Social Security Number"}, "system": "http://hl7.org/fhir/sid/us-ssn", "value": "999-43-1300", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "DL", "display": "Driver's License", "userSelected": null}], "text": "Driver's License"}, "system": "urn:oid:2.16.840.1.113883.4.3.25",
"value": "S99915425", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "PPN", "display": "Passport Number", "userSelected": null}], "text": "Passport Number"}, "system": "http://standardhealthrecord.org/fhir/StructureDefinition/passportNumber", "value": "X77820784X", "period": null, "assigner": null}] | | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Quigley282", "given": [Wilmer32], "prefix": [Mr.], "suffix": null, "period": null}]
| [{"id": null, "extension": null, "system": "phone", "value": "555-840-3615", "use": "home", "rank": null, "period": null}] | male | 1976-12-16 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":41.89010728818103},{"url":"longitude","valueDecimal":-71.3059007728953}]}], "use": null, "type": null, "text": null, "line": [776 Waelchi Overpass Suite 25], "city": "Attleboro", "district": null, "state": "MA", "postalCode": "02703", "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "S", "display": "S", "userSelected": null}], "text": "S"} |
false | | | | [{"id": null, "extension": null, "modifierExten
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| | | | | | . Person seed: -223297253198561881 Population seed: 960411</div>"} | |
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| Patient | 3bdac299-3731-0acd-9cd9-fbba40236e3a | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
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"value": "S99998286", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "PPN", "display": "Passport Number", "userSelected": null}], "text": "Passport Number"}, "system": "http://standardhealthrecord.org/fhir/StructureDefinition/passportNumber", "value": "X85070564X", "period": null, "assigner": null}] | | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Collier206", "given": [Towanda270], "prefix": [Mrs.], "suffix": null, "period": null}, {"id": null, "extension": null, "use": "maiden", "text": null, "f
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false | | | | [{"id": null, "extension": null, "modifierExten
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| | | | | | . Person seed: -3514354516532618450 Population seed: 960411</div>"} | |
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| Patient | 47e6dfcb-30a9-2a66-c8fb-984da359ead1 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
{"url":"http://hl7.org/fhir/StructureDefinition/patient-mothersMaidenName","valueString":"Olga567 Wunsch504"}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex","valueCode":"F"}, {"url":"http://hl7.org/fhir/StructureDefinition/patient-birthPlace","valueAddress":{"city":"Tyngsborough","state":"Massachusetts","country":"US"}}, {"url":"http://synthetichealth.github.io/synthea/disability-adjusted-life-years","valueDecimal":0.1435201139786352}, {"url":"http://synthetichealth.github.io/synthea/quality-adjusted-life-years","valueDecimal":25.856479886021365}] | | [{"id": null, "extension": null, "use": null, "type": null, "system": "AmbulatoryEHR1", "value": "47e6dfcb-30a9-2a66-c8fb-984da359ead1", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code":
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"value": "S99944894", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "PPN", "display": "Passport Number", "userSelected": null}], "text": "Passport Number"}, "system": "http://standardhealthrecord.org/fhir/StructureDefinition/passportNumber", "value": "X71377926X", "period": null, "assigner": null}] | | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Powlowski563", "given": [Bella510], "prefix": [Mrs.], "suffix": null, "period": null}, {"id": null, "extension": null, "use": "maiden", "text": null, "f
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false | | | | [{"id": null, "extension": null, "modifierExten
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| | | | | | . Person seed: -1236940699136042677 Population seed: 960411</div>"} | |
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| Patient | 8aec8d06-74af-aed5-0132-5b77fc6b418b | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
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| [{"id": null, "extension": null, "system": "phone", "value": "555-526-4525", "use": "home", "rank": null, "period": null}] | female | 1965-10-21 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":41.84268235860006},{"url":"longitude","valueDecimal":-69.97656155315549}]}], "use": null, "type": null, "text": null, "line": [402 Rath Manor Suite 94], "city": "Eastham", "district": null, "state": "MA", "postalCode": null, "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "S", "display": "S", "userSelected": null}], "text": "S"} |
false | | | | [{"id": null, "extension": null, "modifierExten
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| | | | | | . Person seed: -6858861957750234386 Population seed: 960411</div>"} | |
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| Patient | 03af4547-1d67-68ae-ebbc-cc5a9fc6c898 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
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| [{"id": null, "extension": null, "system": "phone", "value": "555-174-1540", "use": "home", "rank": null, "period": null}] | male | 1982-12-05 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":42.67217723881718},{"url":"longitude","valueDecimal":-71.29043550601857}]}], "use": null, "type": null, "text": null, "line": [148 Schneider Neck], "city": "Lowell", "district": null, "state": "MA", "postalCode": "01851", "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "M", "display": "M", "userSelected": null}], "text": "M"} |
false | | | | [{"id": null, "extension": null, "modifierExten
sion": null, "language": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "urn:ietf:bcp:47", "version": null, "code": "en-US", "display": "English", "userSelected": null}], "text": "English"}, "preferred": null}] | | | | | | | |
| | | | | | . Person seed: 6256616874878650009 Population seed: 960411</div>"} | |
| |
| |
| | | | | | | |
| | | |
| | | | | | | |
| Patient | 180aefff-e7cc-940e-cb2c-3ed99c1aed39 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
{"url":"http://hl7.org/fhir/StructureDefinition/patient-mothersMaidenName","valueString":"Erika442 Morar593"}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex","valueCode":"F"}, {"url":"http://hl7.org/fhir/StructureDefinition/patient-birthPlace","valueAddress":{"city":"Milford","state":"Massachusetts","country":"US"}}, {"url":"http://synthetichealth.github.io/synthea/disability-adjusted-life-years","valueDecimal":0.5801999125523113}, {"url":"http://synthetichealth.github.io/synthea/quality-adjusted-life-years","valueDecimal":56.41980008744769}] | | [{"id": null, "extension": null, "use": null, "type": null, "system": "AmbulatoryEHR1", "value": "180aefff-e7cc-940e-cb2c-3ed99c1aed39", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code":
"MR", "display": "Medical Record Number", "userSelected": null}], "text": "Medical Record Number"}, "system": "http://hospital.smarthealthit.org", "value": "180aefff-e7cc-940e-cb2c-3ed99c1aed39", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "SS", "display": "Social Security Number", "userSelected": null}], "text": "Social Security Number"}, "system": "http://hl7.org/fhir/sid/us-ssn", "value": "999-17-6977", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "DL", "display": "Driver's License", "userSelected": null}], "text": "Driver's License"}, "system": "urn:oid:2.16.840.1.113883.4.3.25",
"value": "S99917899", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "PPN", "display": "Passport Number", "userSelected": null}], "text": "Passport Number"}, "system": "http://standardhealthrecord.org/fhir/StructureDefinition/passportNumber", "value": "X34904922X", "period": null, "assigner": null}] | | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Runolfsson901", "given": [Arlene209], "prefix": [Mrs.], "suffix": null, "period": null}, {"id": null, "extension": null, "use": "maiden", "text": null,
"family": "Dibbert990", "given": [Arlene209], "prefix": [Mrs.], "suffix": null, "period": null}] | [{"id": null, "extension": null, "system": "phone", "value": "555-288-9267", "use": "home", "rank": null, "period": null}] | female | 1963-10-26 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":42.610630412083424},{"url":"longitude","valueDecimal":-72.59294763251627}]}], "use": null, "type": null, "text": null, "line": [313 Flatley Neck Unit 4], "city": "Greenfield", "district": null, "state": "MA", "postalCode": null, "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "M", "display": "M", "userSelected": null}], "text": "M"} |
false | | | | [{"id": null, "extension": null, "modifierExten
sion": null, "language": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "urn:ietf:bcp:47", "version": null, "code": "en-US", "display": "English", "userSelected": null}], "text": "English"}, "preferred": null}] | | | | | | | |
| | | | | | . Person seed: -3898542022148173457 Population seed: 960411</div>"} | |
| |
| |
| | | | | | | |
| | | |
| | | | | | | |
| Patient | 966070ad-f22e-631f-acf2-657c90f903f1 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
{"url":"http://hl7.org/fhir/StructureDefinition/patient-mothersMaidenName","valueString":"Nakesha793 Bernhard322"}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex","valueCode":"M"}, {"url":"http://hl7.org/fhir/StructureDefinition/patient-birthPlace","valueAddress":{"city":"East Longmeadow","state":"Massachusetts","country":"US"}}, {"url":"http://synthetichealth.github.io/synthea/disability-adjusted-life-years","valueDecimal":0.001130283521684783}, {"url":"http://synthetichealth.github.io/synthea/quality-adjusted-life-years","valueDecimal":14.998869716478316}] | | [{"id": null, "extension": null, "use": null, "type": null, "system": "AmbulatoryEHR1", "value": "966070ad-f22e-631f-acf2-657c90f903f1", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code":
"MR", "display": "Medical Record Number", "userSelected": null}], "text": "Medical Record Number"}, "system": "http://hospital.smarthealthit.org", "value": "966070ad-f22e-631f-acf2-657c90f903f1", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "SS", "display": "Social Security Number", "userSelected": null}], "text": "Social Security Number"}, "system": "http://hl7.org/fhir/sid/us-ssn", "value": "999-16-9875", "period": null, "assigner": null}]
| | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Welch179", "given": [Adrian111], "prefix": null, "suffix": null, "period": null}]
| [{"id": null, "extension": null, "system": "phone", "value": "555-235-2038", "use": "home", "rank": null, "period": null}] | male | 2006-01-01 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":42.65303866038144},{"url":"longitude","valueDecimal":-71.38787925845732}]}], "use": null, "type": null, "text": null, "line": [275 Nienow Junction], "city": "Lowell", "district": null, "state": "MA", "postalCode": null, "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "S", "display": "Never Married", "userSelected": null}], "text": "Never Married"} |
false | | | | [{"id": null, "extension": null, "modifierExten
sion": null, "language": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "urn:ietf:bcp:47", "version": null, "code": "en-US", "display": "English", "userSelected": null}], "text": "English"}, "preferred": null}] | | | | | | | |
| | | | | | . Person seed: 4635699768341268942 Population seed: 960411</div>"} | |
| |
| |
| | | | | | | |
| | | |
| | | | | | | |
| Patient | d94a1af1-bf9b-a705-bc54-2d0009c39981 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
{"url":"http://hl7.org/fhir/StructureDefinition/patient-mothersMaidenName","valueString":"Kara173 Botsford977"}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex","valueCode":"F"}, {"url":"http://hl7.org/fhir/StructureDefinition/patient-birthPlace","valueAddress":{"city":"Methuen","state":"Massachusetts","country":"US"}}, {"url":"http://synthetichealth.github.io/synthea/disability-adjusted-life-years","valueDecimal":13.34103765187151}, {"url":"http://synthetichealth.github.io/synthea/quality-adjusted-life-years","valueDecimal":45.65896234812849}] | | [{"id": null, "extension": null, "use": null, "type": null, "system": "AmbulatoryEHR1", "value": "d94a1af1-bf9b-a705-bc54-2d0009c39981", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code":
"MR", "display": "Medical Record Number", "userSelected": null}], "text": "Medical Record Number"}, "system": "http://hospital.smarthealthit.org", "value": "d94a1af1-bf9b-a705-bc54-2d0009c39981", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "SS", "display": "Social Security Number", "userSelected": null}], "text": "Social Security Number"}, "system": "http://hl7.org/fhir/sid/us-ssn", "value": "999-12-5825", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "DL", "display": "Driver's License", "userSelected": null}], "text": "Driver's License"}, "system": "urn:oid:2.16.840.1.113883.4.3.25",
"value": "S99943233", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "PPN", "display": "Passport Number", "userSelected": null}], "text": "Passport Number"}, "system": "http://standardhealthrecord.org/fhir/StructureDefinition/passportNumber", "value": "X40077261X", "period": null, "assigner": null}] | | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Buckridge80", "given": [Shane235], "prefix": [Mrs.], "suffix": null, "period": null}, {"id": null, "extension": null, "use": "maiden", "text": null, "fa
mily": "Leannon79", "given": [Shane235], "prefix": [Mrs.], "suffix": null, "period": null}] | [{"id": null, "extension": null, "system": "phone", "value": "555-575-1128", "use": "home", "rank": null, "period": null}] | female | 1961-10-27 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":42.43884801250347},{"url":"longitude","valueDecimal":-71.14121105733896}]}], "use": null, "type": null, "text": null, "line": [1047 Beier Park Unit 7], "city": "Belmont", "district": null, "state": "MA", "postalCode": "02478", "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "M", "display": "M", "userSelected": null}], "text": "M"} |
false | | | | [{"id": null, "extension": null, "modifierExten
sion": null, "language": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "urn:ietf:bcp:47", "version": null, "code": "en-US", "display": "English", "userSelected": null}], "text": "English"}, "preferred": null}] | | | | | | | |
| | | | | | . Person seed: 3390461079555467149 Population seed: 960411</div>"} | |
| |
| |
| | | | | | | |
| | | |
| | | | | | | |
| Patient | 7f217143-f36c-707a-b77c-f4a1cf70f952 | {"id": null, "extension": null, "versionId": null, "lastUpdated": null, "source": null, "profile": [http://hl7.org/fhir/us/core/StructureDefinition/us-core-patient], "security": null, "tag": null} | | | {"id": null, "extension": null, "status": "generated", "div": "<div xmlns="http://www.w3.org/1999/xhtml">Generated by <a href="AmbulatoryEHR1">Synthea</a>.Version identifier: 9f5ff46 | | [{"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-race","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2106-3","display":"White"}},{"url":"text","valueString":"White"}]}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-ethnicity","extension":[{"url":"ombCategory","valueCoding":{"system":"urn:oid:2.16.840.1.113883.6.238","code":"2186-5","display":"Not Hispanic or Latino"}},{"url":"text","valueString":"Not Hispanic or Latino"}]},
{"url":"http://hl7.org/fhir/StructureDefinition/patient-mothersMaidenName","valueString":"Ana972 Kiehn525"}, {"url":"http://hl7.org/fhir/us/core/StructureDefinition/us-core-birthsex","valueCode":"F"}, {"url":"http://hl7.org/fhir/StructureDefinition/patient-birthPlace","valueAddress":{"city":"Amherst","state":"Massachusetts","country":"US"}}, {"url":"http://synthetichealth.github.io/synthea/disability-adjusted-life-years","valueDecimal":0.006828050454379106}, {"url":"http://synthetichealth.github.io/synthea/quality-adjusted-life-years","valueDecimal":5.993171949545621}] | | [{"id": null, "extension": null, "use": null, "type": null, "system": "AmbulatoryEHR1", "value": "7f217143-f36c-707a-b77c-f4a1cf70f952", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code":
"MR", "display": "Medical Record Number", "userSelected": null}], "text": "Medical Record Number"}, "system": "http://hospital.smarthealthit.org", "value": "7f217143-f36c-707a-b77c-f4a1cf70f952", "period": null, "assigner": null}, {"id": null, "extension": null, "use": null, "type": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v2-0203", "version": null, "code": "SS", "display": "Social Security Number", "userSelected": null}], "text": "Social Security Number"}, "system": "http://hl7.org/fhir/sid/us-ssn", "value": "999-69-3793", "period": null, "assigner": null}]
| | [{"id": null, "extension": null, "use": "official", "text": null, "family": "Volkman526", "given": [Luana867], "prefix": null, "suffix": null, "period": null}]
| [{"id": null, "extension": null, "system": "phone", "value": "555-207-7879", "use": "home", "rank": null, "period": null}] | female | 2014-01-22 | | | [{"id": null, "extension": [{"url":"http://hl7.org/fhir/StructureDefinition/geolocation","extension":[{"url":"latitude","valueDecimal":41.66838505766839},{"url":"longitude","valueDecimal":-70.8618566603759}]}], "use": null, "type": null, "text": null, "line": [588 Berge Quay Suite 84], "city": "Fairhaven", "district": null, "state": "MA", "postalCode": null, "country": "US", "period": null}] | {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "http://terminology.hl7.org/CodeSystem/v3-MaritalStatus", "version": null, "code": "S", "display": "Never Married", "userSelected": null}], "text": "Never Married"} |
false | | | | [{"id": null, "extension": null, "modifierExten
sion": null, "language": {"id": null, "extension": null, "coding": [{"id": null, "extension": null, "system": "urn:ietf:bcp:47", "version": null, "code": "en-US", "display": "English", "userSelected": null}], "text": "English"}, "preferred": null}] | | | | | | | |
| | | | | | . Person seed: 165098197321413909 Population seed: 960411</div>"} | |
| |
| |
| | | | | | | |
| | | |
| | | | | | | |
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-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+--------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
-----------------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------+--------+------------+-----------------+------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
----------------------+----------------------+-------+------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+------+-------------+------------------+-----------------------+----------------------+
````
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