I want to save the Object field type
when I made a index without any option.and I send it in Dashboard.
POST /test-index/_doc{"name": "name","birth-day": "1995-10-04","age": 28,"occupation": "Software Engineer"}So, type is made like this, through dynamic mapping.
"mappings": {"properties": {"age": {"type": "long" },"birth-day": {"type": "date" },"name": {"type": "text","fields": {"keyword": {"type": "keyword","ignore_above": 256 } } },"occupation": {"type": "text","fields": {"keyword": {"type": "keyword","ignore_above": 256 } } } } }I wanted to iterate through the fields, check if the type differs from the existing index and if the types do not match, add it as a subfield.Now, I want to save this data in Opensearch Index by using Ingest pipeline. ↓
POST /test-index/_doc{"name": "name","birth-day": "1995-10-04","age": 28,"occupation": {"name": "Software Engineer","jobcode": "ED26P", }}It is hard to build that function by using "convert" in "processor" for me.So, I tried "painless script" at "Ingest Pipeline".
PUT /_ingest/pipeline/test-pipeline{"description": "field add by type","processors": [ {"script": {"lang": "painless","source": """ // iterate field Key for (def field : ctx.keySet()) { def original_value = ctx[field]; // add all type value depends on field type if (original_value != null){ if (original_value instanceof String) { ctx[field] = ['value': original_value,'as_double': null,'as_int': null,'as_bool': null,'as_string': original_value ]; try { ctx[field]['as_double'] = Double.parseDouble(original_value); } catch (Exception e) {} try { ctx[field]['as_int'] = Integer.parseInt(original_value); } catch (Exception e) {} try { ctx[field]['as_bool'] = Boolean.parseBoolean(original_value); } catch (Exception e) {} } else if (original_value instanceof Integer) { ctx[field] = ['value': original_value,'as_double': original_value.doubleValue(),'as_int': original_value,'as_bool': null,'as_string': original_value.toString() ]; } else if (original_value instanceof Double) { ctx[field] = ['value': original_value,'as_double': original_value,'as_int': original_value.intValue(),'as_bool': null,'as_string': original_value.toString() ]; } else if (original_value instanceof Boolean) { ctx[field] = ['value': original_value,'as_double': null,'as_int': original_value ? 1 : 0,'as_bool': original_value,'as_string': original_value.toString() ]; } else if (original_value instanceof ZonedDateTime) { ctx[field] = ['value': original_value.toString(),'as_double': null,'as_int': null,'as_bool': null,'as_string': original_value.toString() ]; } else if (original_value instanceof Map) { // ******************************* // ***** this is the problem ***** // ******************************* StringBuilder sb = new StringBuilder(); sb.append("{"); for (Map.Entry entry : original_value.entrySet()) { sb.append(entry.getKey()).append(": ").append(entry.getValue()).append(", "); } sb.append("}"); String mapAsString = sb.toString(); ctx[field] = ['value': mapAsString.toString(),'as_double': null,'as_int': null,'as_bool': null,'as_string': mapAsString.toString() ]; }else { // the others to string ctx[field] = ['value': original_value.toString(),'as_double': null,'as_int': null,'as_bool': null,'as_string': original_value.toString() ]; } } }""" } } ]}I want type cast from Object("{key : value}") to String.But, I couldn't. any other solution for me? thank you.