mirror of
https://github.com/datahub-project/datahub.git
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2515 lines
64 KiB
Python
2515 lines
64 KiB
Python
import json
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import logging
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import re
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from typing import Any, Dict, List, Tuple
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import pydantic
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import pytest
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from datahub.ingestion.source.elastic_search import (
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CollapseUrns,
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ElasticsearchSourceConfig,
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ElasticToSchemaFieldConverter,
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collapse_urn,
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)
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from datahub.metadata.com.linkedin.pegasus2avro.schema import SchemaField
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logger = logging.getLogger(__name__)
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def test_elasticsearch_throws_error_wrong_operation_config():
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with pytest.raises(pydantic.ValidationError):
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ElasticsearchSourceConfig.parse_obj(
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{
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"profiling": {
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"enabled": True,
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"operation_config": {
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"lower_freq_profile_enabled": True,
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},
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}
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}
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)
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def assert_field_paths_are_unique(fields: List[SchemaField]) -> None:
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fields_paths = [f.fieldPath for f in fields if re.match(".*[^]]$", f.fieldPath)]
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if fields_paths:
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assert len(fields_paths) == len(set(fields_paths))
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def assret_field_paths_match(
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fields: List[SchemaField], expected_field_paths: List[str]
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) -> None:
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logger.debug('FieldPaths=\n"' + '",\n"'.join(f.fieldPath for f in fields) + '"')
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assert len(fields) == len(expected_field_paths)
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for f, efp in zip(fields, expected_field_paths):
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assert f.fieldPath == efp
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assert_field_paths_are_unique(fields)
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# NOTE: Currently this is the list of all elastic indices that datahub uses for reasonable coverage.
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# Simplify these later to just have enough coverage.
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schema_test_cases: Dict[str, Tuple[str, List[str]]] = {
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".ds-datahub_usage_event-000001": (
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"""{
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"@timestamp": {
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"type": "date"
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},
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"actorUrn": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"browserId": {
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"type": "keyword"
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},
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"corp_user_name": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"corp_user_username": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"dataset_name": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"dataset_platform": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"date": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"entityType": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"entityUrn": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"hash": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"height": {
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"type": "long"
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},
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"index": {
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"type": "long"
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},
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"moduleId": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"path": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"prevPathname": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"query": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"renderId": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"renderType": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"scenarioType": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"search": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"timestamp": {
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"type": "date"
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},
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"title": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"total": {
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"type": "long"
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},
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"type": {
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"type": "keyword"
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},
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"url": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword",
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"ignore_above": 256
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}
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}
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},
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"userAgent": {
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"type": "keyword"
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},
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"width": {
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"type": "long"
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}
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}""",
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[
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"[version=2.0].[type=date].@timestamp",
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"[version=2.0].[type=text].actorUrn",
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"[version=2.0].[type=keyword].browserId",
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"[version=2.0].[type=text].corp_user_name",
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"[version=2.0].[type=text].corp_user_username",
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"[version=2.0].[type=text].dataset_name",
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"[version=2.0].[type=text].dataset_platform",
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"[version=2.0].[type=text].date",
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"[version=2.0].[type=text].entityType",
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"[version=2.0].[type=text].entityUrn",
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"[version=2.0].[type=text].hash",
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"[version=2.0].[type=long].height",
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"[version=2.0].[type=long].index",
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"[version=2.0].[type=text].moduleId",
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"[version=2.0].[type=text].path",
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"[version=2.0].[type=text].prevPathname",
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"[version=2.0].[type=text].query",
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"[version=2.0].[type=text].renderId",
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"[version=2.0].[type=text].renderType",
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"[version=2.0].[type=text].scenarioType",
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"[version=2.0].[type=text].search",
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"[version=2.0].[type=date].timestamp",
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"[version=2.0].[type=text].title",
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"[version=2.0].[type=long].total",
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"[version=2.0].[type=keyword].type",
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"[version=2.0].[type=text].url",
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"[version=2.0].[type=keyword].userAgent",
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"[version=2.0].[type=long].width",
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],
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),
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"chartindex_v2": (
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"""{
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"access": {
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"type": "keyword",
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"fields": {
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"keyword": {
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"type": "keyword"
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}
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},
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"normalizer": "keyword_normalizer"
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},
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"browsePaths": {
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"type": "text",
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"fields": {
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"length": {
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"type": "token_count",
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"analyzer": "slash_pattern"
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}
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},
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"analyzer": "browse_path_hierarchy",
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"fielddata": true
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},
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"customProperties": {
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"type": "keyword",
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"normalizer": "keyword_normalizer"
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},
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"description": {
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"type": "keyword",
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"fields": {
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"delimited": {
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"type": "text",
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"analyzer": "word_delimited"
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}
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},
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"normalizer": "keyword_normalizer"
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},
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"editedDescription": {
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"type": "keyword",
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"fields": {
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"delimited": {
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"type": "text",
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"analyzer": "word_delimited"
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}
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},
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"normalizer": "keyword_normalizer"
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},
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"glossaryTerms": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword"
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}
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},
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"analyzer": "urn_component"
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},
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"hasOwners": {
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"type": "boolean"
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},
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"hasTags": {
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|
"type": "boolean"
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},
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"owners": {
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"type": "text",
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"analyzer": "urn_component"
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},
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"platform": {
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"type": "text",
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"fields": {
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"keyword": {
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"type": "keyword"
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}
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},
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"analyzer": "urn_component"
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},
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"queryType": {
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"type": "keyword",
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"fields": {
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"keyword": {
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"type": "keyword"
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}
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},
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"normalizer": "keyword_normalizer"
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},
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|
"removed": {
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|
"type": "boolean"
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},
|
|
"tags": {
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"type": "text",
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|
"fields": {
|
|
"keyword": {
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"type": "keyword"
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}
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},
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"analyzer": "urn_component"
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},
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|
"title": {
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|
"type": "keyword",
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"fields": {
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|
"delimited": {
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|
"type": "text",
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|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
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|
"type": "text",
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|
"analyzer": "partial"
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|
}
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|
},
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"normalizer": "keyword_normalizer"
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|
},
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"tool": {
|
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"type": "keyword",
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"fields": {
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"delimited": {
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"type": "text",
|
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"analyzer": "word_delimited"
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},
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"ngram": {
|
|
"type": "text",
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"analyzer": "partial"
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}
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},
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"normalizer": "keyword_normalizer"
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},
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"type": {
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"type": "keyword",
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"fields": {
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"keyword": {
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"type": "keyword"
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}
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},
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"normalizer": "keyword_normalizer"
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},
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"urn": {
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"type": "keyword"
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}
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}""",
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[
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"[version=2.0].[type=keyword].access",
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"[version=2.0].[type=text].browsePaths",
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"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=keyword].editedDescription",
|
|
"[version=2.0].[type=text].glossaryTerms",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
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|
"[version=2.0].[type=keyword].queryType",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].title",
|
|
"[version=2.0].[type=keyword].tool",
|
|
"[version=2.0].[type=keyword].type",
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"[version=2.0].[type=keyword].urn",
|
|
],
|
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),
|
|
"corpgroupindex_v2": (
|
|
"""{
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"description": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
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"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"displayName": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=keyword].displayName",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"corpuserindex_v2": (
|
|
"""{
|
|
"active": {
|
|
"type": "boolean"
|
|
},
|
|
"email": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"fullName": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"ldap": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"managerLdap": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"skills": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"status": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"teams": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"title": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=boolean].active",
|
|
"[version=2.0].[type=keyword].email",
|
|
"[version=2.0].[type=keyword].fullName",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=keyword].ldap",
|
|
"[version=2.0].[type=text].managerLdap",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=keyword].skills",
|
|
"[version=2.0].[type=keyword].status",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].teams",
|
|
"[version=2.0].[type=keyword].title",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"dashboardindex_v2": (
|
|
"""{
|
|
"access": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
|
"length": {
|
|
"type": "token_count",
|
|
"analyzer": "slash_pattern"
|
|
}
|
|
},
|
|
"analyzer": "browse_path_hierarchy",
|
|
"fielddata": true
|
|
},
|
|
"customProperties": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"description": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"editedDescription": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"glossaryTerms": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"hasDescription": {
|
|
"type": "boolean"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"platform": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"title": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"tool": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=keyword].access",
|
|
"[version=2.0].[type=text].browsePaths",
|
|
"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=keyword].editedDescription",
|
|
"[version=2.0].[type=text].glossaryTerms",
|
|
"[version=2.0].[type=boolean].hasDescription",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].title",
|
|
"[version=2.0].[type=keyword].tool",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"dataflowindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
|
"length": {
|
|
"type": "token_count",
|
|
"analyzer": "slash_pattern"
|
|
}
|
|
},
|
|
"analyzer": "browse_path_hierarchy",
|
|
"fielddata": true
|
|
},
|
|
"cluster": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"customProperties": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"description": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"editedDescription": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"flowId": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"glossaryTerms": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"hasDescription": {
|
|
"type": "boolean"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"orchestrator": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"platform": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"project": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
|
"[version=2.0].[type=keyword].cluster",
|
|
"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=keyword].editedDescription",
|
|
"[version=2.0].[type=keyword].flowId",
|
|
"[version=2.0].[type=text].glossaryTerms",
|
|
"[version=2.0].[type=boolean].hasDescription",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=keyword].orchestrator",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
|
|
"[version=2.0].[type=keyword].project",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"datahubpolicyindex_v2": (
|
|
"""{
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
["[version=2.0].[type=keyword].urn"],
|
|
),
|
|
"datahubretentionindex_v2": (
|
|
"""{
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
["[version=2.0].[type=keyword].urn"],
|
|
),
|
|
"datajobindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
|
"length": {
|
|
"type": "token_count",
|
|
"analyzer": "slash_pattern"
|
|
}
|
|
},
|
|
"analyzer": "browse_path_hierarchy",
|
|
"fielddata": true
|
|
},
|
|
"customProperties": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"dataFlow": {
|
|
"type": "text",
|
|
"fields": {
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial_urn_component"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"description": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"editedDescription": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"glossaryTerms": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"hasDescription": {
|
|
"type": "boolean"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"inputs": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"jobId": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"numInputDatasets": {
|
|
"type": "long"
|
|
},
|
|
"numOutputDatasets": {
|
|
"type": "long"
|
|
},
|
|
"outputs": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"platform": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
|
"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=text].dataFlow",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=keyword].editedDescription",
|
|
"[version=2.0].[type=text].glossaryTerms",
|
|
"[version=2.0].[type=boolean].hasDescription",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=text].inputs",
|
|
"[version=2.0].[type=keyword].jobId",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=long].numInputDatasets",
|
|
"[version=2.0].[type=long].numOutputDatasets",
|
|
"[version=2.0].[type=text].outputs",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"dataplatformindex_v2": (
|
|
"""{
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
["[version=2.0].[type=keyword].urn"],
|
|
),
|
|
"dataprocessindex_v2": (
|
|
"""{
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"inputs": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"numInputDatasets": {
|
|
"type": "long"
|
|
},
|
|
"numOutputDatasets": {
|
|
"type": "long"
|
|
},
|
|
"orchestrator": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"origin": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"outputs": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=text].inputs",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=long].numInputDatasets",
|
|
"[version=2.0].[type=long].numOutputDatasets",
|
|
"[version=2.0].[type=keyword].orchestrator",
|
|
"[version=2.0].[type=keyword].origin",
|
|
"[version=2.0].[type=text].outputs",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"dataset_datasetprofileaspect_v1": (
|
|
"""{
|
|
"@timestamp": {
|
|
"type": "date"
|
|
},
|
|
"event": {
|
|
"type": "object",
|
|
"enabled": false
|
|
},
|
|
"eventGranularity": {
|
|
"type": "keyword"
|
|
},
|
|
"isExploded": {
|
|
"type": "boolean"
|
|
},
|
|
"messageId": {
|
|
"type": "keyword"
|
|
},
|
|
"systemMetadata": {
|
|
"type": "object",
|
|
"enabled": false
|
|
},
|
|
"timestampMillis": {
|
|
"type": "date"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=date].@timestamp",
|
|
"[version=2.0].[type=object].event",
|
|
"[version=2.0].[type=keyword].eventGranularity",
|
|
"[version=2.0].[type=boolean].isExploded",
|
|
"[version=2.0].[type=keyword].messageId",
|
|
"[version=2.0].[type=object].systemMetadata",
|
|
"[version=2.0].[type=date].timestampMillis",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"dataset_datasetusagestatisticsaspect_v1": (
|
|
"""{
|
|
"@timestamp": {
|
|
"type": "date"
|
|
},
|
|
"event": {
|
|
"type": "object",
|
|
"enabled": false
|
|
},
|
|
"eventGranularity": {
|
|
"type": "keyword"
|
|
},
|
|
"fieldCounts": {
|
|
"properties": {
|
|
"count": {
|
|
"type": "integer"
|
|
},
|
|
"fieldPath": {
|
|
"type": "keyword"
|
|
}
|
|
}
|
|
},
|
|
"isExploded": {
|
|
"type": "boolean"
|
|
},
|
|
"messageId": {
|
|
"type": "keyword"
|
|
},
|
|
"systemMetadata": {
|
|
"type": "object",
|
|
"enabled": false
|
|
},
|
|
"timestampMillis": {
|
|
"type": "date"
|
|
},
|
|
"topSqlQueries": {
|
|
"type": "keyword"
|
|
},
|
|
"totalSqlQueries": {
|
|
"type": "integer"
|
|
},
|
|
"uniqueUserCount": {
|
|
"type": "integer"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
},
|
|
"userCounts": {
|
|
"properties": {
|
|
"count": {
|
|
"type": "integer"
|
|
},
|
|
"user": {
|
|
"type": "keyword"
|
|
},
|
|
"userEmail": {
|
|
"type": "keyword"
|
|
}
|
|
}
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=date].@timestamp",
|
|
"[version=2.0].[type=object].event",
|
|
"[version=2.0].[type=keyword].eventGranularity",
|
|
"[version=2.0].[type=properties].fieldCounts",
|
|
"[version=2.0].[type=properties].fieldCounts.[type=integer].count",
|
|
"[version=2.0].[type=properties].fieldCounts.[type=keyword].fieldPath",
|
|
"[version=2.0].[type=boolean].isExploded",
|
|
"[version=2.0].[type=keyword].messageId",
|
|
"[version=2.0].[type=object].systemMetadata",
|
|
"[version=2.0].[type=date].timestampMillis",
|
|
"[version=2.0].[type=keyword].topSqlQueries",
|
|
"[version=2.0].[type=integer].totalSqlQueries",
|
|
"[version=2.0].[type=integer].uniqueUserCount",
|
|
"[version=2.0].[type=keyword].urn",
|
|
"[version=2.0].[type=properties].userCounts",
|
|
"[version=2.0].[type=properties].userCounts.[type=integer].count",
|
|
"[version=2.0].[type=properties].userCounts.[type=keyword].user",
|
|
"[version=2.0].[type=properties].userCounts.[type=keyword].userEmail",
|
|
],
|
|
),
|
|
"datasetindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
|
"length": {
|
|
"type": "token_count",
|
|
"analyzer": "slash_pattern"
|
|
}
|
|
},
|
|
"analyzer": "browse_path_hierarchy",
|
|
"fielddata": true
|
|
},
|
|
"customProperties": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"deprecated": {
|
|
"type": "boolean"
|
|
},
|
|
"description": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"editedDescription": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"editedFieldDescriptions": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"editedFieldGlossaryTerms": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"editedFieldTags": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"fieldDescriptions": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"fieldGlossaryTerms": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"fieldPaths": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"fieldTags": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"glossaryTerms": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"hasDescription": {
|
|
"type": "boolean"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"materialized": {
|
|
"type": "boolean"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"origin": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"keyword": {
|
|
"type": "keyword"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"platform": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"typeNames": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"upstreams": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
|
"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=boolean].deprecated",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=keyword].editedDescription",
|
|
"[version=2.0].[type=keyword].editedFieldDescriptions",
|
|
"[version=2.0].[type=text].editedFieldGlossaryTerms",
|
|
"[version=2.0].[type=text].editedFieldTags",
|
|
"[version=2.0].[type=keyword].fieldDescriptions",
|
|
"[version=2.0].[type=text].fieldGlossaryTerms",
|
|
"[version=2.0].[type=keyword].fieldPaths",
|
|
"[version=2.0].[type=text].fieldTags",
|
|
"[version=2.0].[type=text].glossaryTerms",
|
|
"[version=2.0].[type=boolean].hasDescription",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=boolean].materialized",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=keyword].origin",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].typeNames",
|
|
"[version=2.0].[type=text].upstreams",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"glossarynodeindex_v2": (
|
|
"""{
|
|
"definition": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=keyword].definition",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"glossarytermindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
|
"length": {
|
|
"type": "token_count",
|
|
"analyzer": "slash_pattern"
|
|
}
|
|
},
|
|
"analyzer": "browse_path_hierarchy",
|
|
"fielddata": true
|
|
},
|
|
"definition": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"hasRelatedTerms": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"isRelatedTerms": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"sourceRef": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"termSource": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
|
"[version=2.0].[type=keyword].definition",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=text].hasRelatedTerms",
|
|
"[version=2.0].[type=text].isRelatedTerms",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=keyword].sourceRef",
|
|
"[version=2.0].[type=keyword].termSource",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"ilm-history-2-000001": (
|
|
"""{
|
|
"@timestamp": {
|
|
"type": "date",
|
|
"format": "epoch_millis"
|
|
},
|
|
"error_details": {
|
|
"type": "text"
|
|
},
|
|
"index": {
|
|
"type": "keyword"
|
|
},
|
|
"index_age": {
|
|
"type": "long"
|
|
},
|
|
"policy": {
|
|
"type": "keyword"
|
|
},
|
|
"state": {
|
|
"dynamic": "true",
|
|
"properties": {
|
|
"action": {
|
|
"type": "keyword"
|
|
},
|
|
"action_time": {
|
|
"type": "date",
|
|
"format": "epoch_millis"
|
|
},
|
|
"creation_date": {
|
|
"type": "date",
|
|
"format": "epoch_millis"
|
|
},
|
|
"failed_step": {
|
|
"type": "keyword"
|
|
},
|
|
"is_auto-retryable_error": {
|
|
"type": "keyword"
|
|
},
|
|
"phase": {
|
|
"type": "keyword"
|
|
},
|
|
"phase_definition": {
|
|
"type": "text"
|
|
},
|
|
"phase_time": {
|
|
"type": "date",
|
|
"format": "epoch_millis"
|
|
},
|
|
"step": {
|
|
"type": "keyword"
|
|
},
|
|
"step_info": {
|
|
"type": "text"
|
|
},
|
|
"step_time": {
|
|
"type": "date",
|
|
"format": "epoch_millis"
|
|
}
|
|
}
|
|
},
|
|
"success": {
|
|
"type": "boolean"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=date].@timestamp",
|
|
"[version=2.0].[type=text].error_details",
|
|
"[version=2.0].[type=keyword].index",
|
|
"[version=2.0].[type=long].index_age",
|
|
"[version=2.0].[type=keyword].policy",
|
|
"[version=2.0].[type=properties].state",
|
|
"[version=2.0].[type=properties].state.[type=keyword].action",
|
|
"[version=2.0].[type=properties].state.[type=date].action_time",
|
|
"[version=2.0].[type=properties].state.[type=date].creation_date",
|
|
"[version=2.0].[type=properties].state.[type=keyword].failed_step",
|
|
"[version=2.0].[type=properties].state.[type=keyword].is_auto-retryable_error",
|
|
"[version=2.0].[type=properties].state.[type=keyword].phase",
|
|
"[version=2.0].[type=properties].state.[type=text].phase_definition",
|
|
"[version=2.0].[type=properties].state.[type=date].phase_time",
|
|
"[version=2.0].[type=properties].state.[type=keyword].step",
|
|
"[version=2.0].[type=properties].state.[type=text].step_info",
|
|
"[version=2.0].[type=properties].state.[type=date].step_time",
|
|
"[version=2.0].[type=boolean].success",
|
|
],
|
|
),
|
|
"mlfeatureindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
|
"length": {
|
|
"type": "token_count",
|
|
"analyzer": "slash_pattern"
|
|
}
|
|
},
|
|
"analyzer": "browse_path_hierarchy",
|
|
"fielddata": true
|
|
},
|
|
"deprecated": {
|
|
"type": "boolean"
|
|
},
|
|
"featureNamespace": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
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}
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|
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|
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"owners": {
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|
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}
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},
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"removed": {
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"type": "boolean"
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|
},
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"tags": {
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}
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"analyzer": "urn_component"
|
|
},
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"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
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"[version=2.0].[type=boolean].deprecated",
|
|
"[version=2.0].[type=keyword].featureNamespace",
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"[version=2.0].[type=text].tags",
|
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"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
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"mlfeaturetableindex_v2": (
|
|
"""{
|
|
"browsePaths": {
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"type": "text",
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"fields": {
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"length": {
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}
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"fielddata": true
|
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},
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"type": "keyword",
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|
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},
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}
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|
|
},
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"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
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|
"[version=2.0].[type=text].browsePaths",
|
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"[version=2.0].[type=boolean].deprecated",
|
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"[version=2.0].[type=boolean].hasTags",
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"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"mlmodeldeploymentindex_v2": (
|
|
"""{
|
|
"customProperties": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
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"deprecated": {
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"type": "boolean"
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|
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|
|
}
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|
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|
"type": "boolean"
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|
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"type": "boolean"
|
|
},
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|
|
},
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|
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}
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|
|
},
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|
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|
|
},
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"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=boolean].deprecated",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=boolean].hasDescription",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
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"[version=2.0].[type=boolean].hasTags",
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|
"[version=2.0].[type=keyword].name",
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|
"[version=2.0].[type=keyword].origin",
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|
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"[version=2.0].[type=boolean].removed",
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"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"mlmodelgroupindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
"type": "text",
|
|
"fields": {
|
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"length": {
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|
|
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"fielddata": true
|
|
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"customProperties": {
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}
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|
|
},
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"urn": {
|
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|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
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"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=boolean].deprecated",
|
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"[version=2.0].[type=keyword].description",
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|
|
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|
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"[version=2.0].[type=boolean].hasTags",
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"[version=2.0].[type=keyword].name",
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"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"mlmodelindex_v2": (
|
|
"""{
|
|
"browsePaths": {
|
|
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|
|
"fields": {
|
|
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|
|
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|
|
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|
|
}
|
|
},
|
|
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|
|
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|
|
},
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|
|
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|
|
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|
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|
|
}
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
|
},
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|
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|
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|
|
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|
|
}
|
|
},
|
|
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|
|
},
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|
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|
|
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|
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|
|
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|
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|
|
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|
|
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|
|
}
|
|
},
|
|
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|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
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|
|
},
|
|
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|
|
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|
|
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|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
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|
|
"type": "boolean"
|
|
},
|
|
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|
|
"type": "text",
|
|
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|
|
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|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"type": {
|
|
"type": "keyword",
|
|
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|
|
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|
|
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|
|
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|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=text].browsePaths",
|
|
"[version=2.0].[type=keyword].customProperties",
|
|
"[version=2.0].[type=boolean].deprecated",
|
|
"[version=2.0].[type=keyword].description",
|
|
"[version=2.0].[type=boolean].hasDescription",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=keyword].origin",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].type",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"mlprimarykeyindex_v2": (
|
|
"""{
|
|
"deprecated": {
|
|
"type": "boolean"
|
|
},
|
|
"featureNamespace": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"hasTags": {
|
|
"type": "boolean"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"platform": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"tags": {
|
|
"type": "text",
|
|
"fields": {
|
|
"keyword": {
|
|
"type": "keyword"
|
|
}
|
|
},
|
|
"analyzer": "urn_component"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=boolean].deprecated",
|
|
"[version=2.0].[type=keyword].featureNamespace",
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=boolean].hasTags",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=text].platform",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=text].tags",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"schemafieldindex_v2": (
|
|
"""{
|
|
"fieldPath": {
|
|
"type": "keyword",
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"parent": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=keyword].fieldPath",
|
|
"[version=2.0].[type=text].parent",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"system_metadata_service_v1": (
|
|
"""{
|
|
"aspect": {
|
|
"type": "keyword"
|
|
},
|
|
"lastUpdated": {
|
|
"type": "long"
|
|
},
|
|
"registryName": {
|
|
"type": "keyword"
|
|
},
|
|
"registryVersion": {
|
|
"type": "keyword"
|
|
},
|
|
"runId": {
|
|
"type": "keyword"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=keyword].aspect",
|
|
"[version=2.0].[type=long].lastUpdated",
|
|
"[version=2.0].[type=keyword].registryName",
|
|
"[version=2.0].[type=keyword].registryVersion",
|
|
"[version=2.0].[type=keyword].runId",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
"tagindex_v2": (
|
|
"""{
|
|
"hasOwners": {
|
|
"type": "boolean"
|
|
},
|
|
"name": {
|
|
"type": "keyword",
|
|
"fields": {
|
|
"delimited": {
|
|
"type": "text",
|
|
"analyzer": "word_delimited"
|
|
},
|
|
"ngram": {
|
|
"type": "text",
|
|
"analyzer": "partial"
|
|
}
|
|
},
|
|
"normalizer": "keyword_normalizer"
|
|
},
|
|
"owners": {
|
|
"type": "text",
|
|
"analyzer": "urn_component"
|
|
},
|
|
"removed": {
|
|
"type": "boolean"
|
|
},
|
|
"urn": {
|
|
"type": "keyword"
|
|
}
|
|
}""",
|
|
[
|
|
"[version=2.0].[type=boolean].hasOwners",
|
|
"[version=2.0].[type=keyword].name",
|
|
"[version=2.0].[type=text].owners",
|
|
"[version=2.0].[type=boolean].removed",
|
|
"[version=2.0].[type=keyword].urn",
|
|
],
|
|
),
|
|
}
|
|
|
|
|
|
@pytest.mark.parametrize(
|
|
"schema, expected_field_paths",
|
|
schema_test_cases.values(),
|
|
ids=schema_test_cases.keys(),
|
|
)
|
|
def test_elastic_search_schema_conversion(
|
|
schema: str, expected_field_paths: List[str]
|
|
) -> None:
|
|
schema_dict: Dict[str, Any] = json.loads(schema)
|
|
mappings: Dict[str, Any] = {"properties": schema_dict}
|
|
actual_fields = list(ElasticToSchemaFieldConverter.get_schema_fields(mappings))
|
|
assret_field_paths_match(actual_fields, expected_field_paths)
|
|
|
|
|
|
def test_no_properties_in_mappings_schema() -> None:
|
|
fields = list(ElasticToSchemaFieldConverter.get_schema_fields({}))
|
|
assert fields == []
|
|
|
|
|
|
def test_host_port_parsing() -> None:
|
|
"""ensure we handle different styles of host_port specifications correctly"""
|
|
examples = [
|
|
"http://localhost:9200",
|
|
"https://localhost:9200",
|
|
"localhost:9300",
|
|
"localhost",
|
|
"http://localhost:3400",
|
|
"192.168.0.1",
|
|
"192.168.0.1:9200",
|
|
"http://192.168.2.1",
|
|
"https://192.168.0.1:9300",
|
|
"https://192.168.0.1/",
|
|
]
|
|
bad_examples = ["localhost:abcd", "htttp://localhost:1234", "localhost:9200//"]
|
|
for example in examples:
|
|
config_dict = {"host": example}
|
|
config = ElasticsearchSourceConfig.parse_obj(config_dict)
|
|
assert config.host == example
|
|
|
|
for bad_example in bad_examples:
|
|
config_dict = {"host": bad_example}
|
|
|
|
with pytest.raises(pydantic.ValidationError):
|
|
ElasticsearchSourceConfig.parse_obj(config_dict)
|
|
|
|
|
|
def test_collapse_urns() -> None:
|
|
assert (
|
|
collapse_urn(
|
|
urn="urn:li:dataset:(urn:li:dataPlatform:elasticsearch,platform1.prefix_datahub_usage_event-000059,PROD)",
|
|
collapse_urns=CollapseUrns(
|
|
urns_suffix_regex=[
|
|
"-\\d+$",
|
|
]
|
|
),
|
|
)
|
|
== "urn:li:dataset:(urn:li:dataPlatform:elasticsearch,platform1.prefix_datahub_usage_event,PROD)"
|
|
)
|
|
|
|
assert (
|
|
collapse_urn(
|
|
urn="urn:li:dataset:(urn:li:dataPlatform:elasticsearch,platform1.prefix_datahub_usage_event-2023.01.11,PROD)",
|
|
collapse_urns=CollapseUrns(
|
|
urns_suffix_regex=[
|
|
"-\\d{4}\\.\\d{2}\\.\\d{2}",
|
|
]
|
|
),
|
|
)
|
|
== "urn:li:dataset:(urn:li:dataPlatform:elasticsearch,platform1.prefix_datahub_usage_event,PROD)"
|
|
)
|