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package org.labkey.sivstudies.etl;
import com.google.common.collect.Lists;
import org.apache.commons.lang3.StringUtils;
import org.apache.logging.log4j.Logger;
import org.jetbrains.annotations.NotNull;
import org.labkey.api.collections.CaseInsensitiveHashMap;
import org.labkey.api.data.ColumnInfo;
import org.labkey.api.data.CompareType;
import org.labkey.api.data.Container;
import org.labkey.api.data.ContainerManager;
import org.labkey.api.data.DbScope;
import org.labkey.api.data.SimpleFilter;
import org.labkey.api.data.TableInfo;
import org.labkey.api.data.TableSelector;
import org.labkey.api.dataiterator.DetailedAuditLogDataIterator;
import org.labkey.api.di.DataIntegrationService;
import org.labkey.api.di.TaskRefTask;
import org.labkey.api.pipeline.CancelledException;
import org.labkey.api.pipeline.PipelineJob;
import org.labkey.api.pipeline.PipelineJobException;
import org.labkey.api.pipeline.RecordedActionSet;
import org.labkey.api.query.BatchValidationException;
import org.labkey.api.query.DuplicateKeyException;
import org.labkey.api.query.FieldKey;
import org.labkey.api.query.InvalidKeyException;
import org.labkey.api.query.QueryService;
import org.labkey.api.query.QueryUpdateService;
import org.labkey.api.query.QueryUpdateServiceException;
import org.labkey.api.query.SimpleValidationError;
import org.labkey.api.query.UserSchema;
import org.labkey.api.query.ValidationError;
import org.labkey.api.security.permissions.ReadPermission;
import org.labkey.api.util.PageFlowUtil;
import org.labkey.api.view.ActionURL;
import org.labkey.api.writer.ContainerUser;
import org.labkey.remoteapi.CommandException;
import org.labkey.remoteapi.query.Filter;
import org.labkey.remoteapi.query.SelectRowsCommand;
import org.labkey.remoteapi.query.SelectRowsResponse;
import java.io.IOException;
import java.sql.SQLException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collection;
import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;
import static org.labkey.api.gwt.client.AuditBehaviorType.NONE;
public class SubjectScopedSelect implements TaskRefTask
{
protected final Map<String, String> _settings = new CaseInsensitiveHashMap<>();
protected ContainerUser _containerUser;
private enum MODE
{
UPDATE_ONLY,
TRUNCATE;
}
private enum Settings
{
subjectRemoteSource(false),
subjectSourceContainerPath(false),
subjectSourceSchema(true),
subjectSourceQuery(true),
subjectSourceColumn(true),
dataRemoteSource(false),
dataSourceContainerPath(false),
dataSourceSchema(true),
dataSourceQuery(true),
dataSourceSubjectColumn(true),
dataSourceColumns(true),
dataSourceColumnMapping(false),
dataSourceAdditionalFilters(false),
dataSourceColumnDefaults(false),
targetSchema(true),
targetQuery(true),
targetSubjectColumn(true),
targetAdditionalFilters(false);
private final boolean _isRequired;
Settings(boolean isRequired)
{
_isRequired = isRequired;
}
public boolean isRequired()
{
return _isRequired;
}
}
final int BATCH_SIZE = 250;
private MODE getMode()
{
String rawVal = StringUtils.trimToNull(_settings.get("mode"));
if (rawVal == null)
{
return MODE.TRUNCATE;
}
return MODE.valueOf(rawVal);
}
@Override
public RecordedActionSet run(@NotNull PipelineJob job) throws PipelineJobException
{
List<String> subjects = getSubjects(job.getLogger());
List<List<String>> batches = Lists.partition(subjects, BATCH_SIZE);
job.getLogger().info("Total batches: " + batches.size());
batches.forEach(x -> processBatch(x, job.getLogger(), job));
return new RecordedActionSet();
}
private void checkCancelled(PipelineJob job)
{
job.updateStatusForTask();
if (job.isCancelled())
{
throw new CancelledException();
}
}
private void processBatch(List<String> subjects, Logger log, PipelineJob job)
{
log.info("processing batch with " + subjects.size() + " subjects");
try (DbScope.Transaction t = DbScope.getLabKeyScope().ensureTransaction())
{
TableInfo destinationTable = getDataDestinationTable();
QueryUpdateService qus = destinationTable.getUpdateService();
qus.setBulkLoad(true);
try
{
if (getMode() == MODE.TRUNCATE)
{
// Find / Delete existing values:
Set<ColumnInfo> keyFields = destinationTable.getColumns().stream().filter(ColumnInfo::isKeyField).collect(Collectors.toSet());
final SimpleFilter subjectFilter = new SimpleFilter(FieldKey.fromString(_settings.get(Settings.targetSubjectColumn.name())), subjects, CompareType.IN);
if (_settings.get(Settings.targetAdditionalFilters.name()) != null)
{
List<CompareType.AbstractCompareClause> additionalFilters = parseAdditionalFilters(_settings.get(Settings.targetAdditionalFilters.name()));
additionalFilters.forEach(subjectFilter::addCondition);
}
if (destinationTable.getColumn(FieldKey.fromString(_settings.get(Settings.targetSubjectColumn.name()))) == null)
{
throw new IllegalStateException("Unknown column on table " + destinationTable.getName() + ": " + _settings.get(Settings.targetSubjectColumn.name()));
}
List<Map<String, Object>> existingRows = new ArrayList<>(new TableSelector(destinationTable, keyFields, subjectFilter, null).getMapCollection());
if (!existingRows.isEmpty())
{
List<List<Map<String, Object>>> batches = Lists.partition(existingRows, 5000);
log.info("deleting " + existingRows.size() + " rows in " + batches.size() + " batches");
int i = 0;
for (List<Map<String, Object>> batch : batches)
{
i++;
log.info("batch " + i);
checkCancelled(job);
qus.deleteRows(_containerUser.getUser(), _containerUser.getContainer(), batch, new HashMap<>(Map.of(DetailedAuditLogDataIterator.AuditConfigs.AuditBehavior, NONE, QueryUpdateService.ConfigParameters.BulkLoad, true)), null);
t.commitAndKeepConnection();
}
}
else
{
log.info("No rows to delete for this subject batch");
}
}
else
{
log.info("Using " + getMode().name() + " mode, source records will not be deleted");
}
// Query data and import
List<Map<String, Object>> toImportOrUpdate = getRowsToImport(subjects, log);
if (!toImportOrUpdate.isEmpty())
{
if (getMode() == MODE.TRUNCATE)
{
List<List<Map<String, Object>>> batches = Lists.partition(toImportOrUpdate, 5000);
log.info("inserting " + toImportOrUpdate.size() + " rows in " + batches.size() + " batches");
int i = 0;
for (List<Map<String, Object>> batch : batches)
{
i++;
log.info("batch " + i);
checkCancelled(job);
BatchValidationException bve = new BatchValidationException();
qus.insertRows(_containerUser.getUser(), _containerUser.getContainer(), batch, bve, new HashMap<>(Map.of(DetailedAuditLogDataIterator.AuditConfigs.AuditBehavior, NONE, QueryUpdateService.ConfigParameters.BulkLoad, true)), null);
if (bve.hasErrors())
{
throw bve;
}
t.commitAndKeepConnection();
}
}
else if (getMode() == MODE.UPDATE_ONLY)
{
List<List<Map<String, Object>>> batches = Lists.partition(toImportOrUpdate, 5000);
log.info("updating " + toImportOrUpdate.size() + " rows in " + batches.size() + " batches");
int i = 0;
for (List<Map<String, Object>> batch : batches)
{
i++;
log.info("batch " + i);
checkCancelled(job);
BatchValidationException bve = new BatchValidationException();
Collection<String> keyFields = destinationTable.getPkColumnNames();
List<Map<String, Object>> keys = batch.stream().map(x -> {
Map<String, Object> map = new HashMap<>();
for (String keyField : keyFields)
{
if (x.get(keyField) != null)
{
map.put(keyField, x.get(keyField));
}
}
return map;
}).toList();
qus.updateRows(_containerUser.getUser(), _containerUser.getContainer(), batch, keys, bve, new HashMap<>(Map.of(DetailedAuditLogDataIterator.AuditConfigs.AuditBehavior, NONE, QueryUpdateService.ConfigParameters.BulkLoad, true)), null);
if (bve.hasErrors())
{
throw bve;
}
t.commitAndKeepConnection();
}
}
else
{
throw new IllegalStateException("Unknown mode: " + getMode());
}
}
else
{
log.info("No rows to import/update for this subject batch");
}
}
catch (SQLException | InvalidKeyException | BatchValidationException | QueryUpdateServiceException |
DuplicateKeyException e)
{
throw new IllegalStateException("Error Importing/Updating Rows", e);
}
t.commit();
}
}
private List<CompareType.AbstractCompareClause> parseAdditionalFilters(String rawVal)
{
rawVal = StringUtils.trimToNull(rawVal);
if (rawVal == null)
{
return Collections.emptyList();
}
SimpleFilter filter = new SimpleFilter();
String[] filters = rawVal.split(";");
for (String queryParam : filters)
{
filter.addUrlFilters(new ActionURL().setRawQuery(queryParam), null);
}
return filter.getClauses().stream().map(fc -> {
if (fc instanceof CompareType.AbstractCompareClause cc)
{
return cc;
}
throw new IllegalStateException("Expected all filters to be instance CompareType.AbstractCompareClause, found: " + fc.getClass());
}).toList();
}
private Map<String, String> parseSourceToDestColumnMap(String rawVal)
{
rawVal = StringUtils.trimToNull(rawVal);
if (rawVal == null)
{
return Collections.emptyMap();
}
Map<String, String> colMap = new HashMap<>();
String[] tokens = rawVal.split(",");
for (String token : tokens)
{
if (!token.contains("="))
{
throw new IllegalStateException("Invalid columnMapping: " + token);
}
String[] els = token.split("=");
if (els.length != 2)
{
throw new IllegalStateException("Invalid columnMapping: " + token);
}
colMap.put(els[0], els[1]);
}
return colMap;
}
private Map<String, String> parseColumnDefaultMap(String rawVal)
{
rawVal = StringUtils.trimToNull(rawVal);
if (rawVal == null)
{
return Collections.emptyMap();
}
Map<String, String> colMap = new HashMap<>();
String[] tokens = rawVal.split(";");
for (String token : tokens)
{
if (!token.contains("="))
{
throw new IllegalStateException("Invalid column defaultValue: " + token);
}
String[] els = token.split("=");
if (els.length != 2)
{
throw new IllegalStateException("Invalid column defaultValue: " + token);
}
colMap.put(els[0], els[1]);
}
return colMap;
}
private List<Map<String, Object>> getRowsToImport(List<String> subjects, Logger log)
{
if (_settings.get(Settings.dataSourceColumns.name()) == null)
{
throw new IllegalStateException("Missing value for dataSourceColumns");
}
List<String> sourceColumns = Arrays.asList(_settings.get(Settings.dataSourceColumns.name()).split(","));
Map<String, String> sourceToDestColumMap = parseSourceToDestColumnMap(_settings.get(Settings.dataSourceColumnMapping.name()));
Map<String, String> columnToDefaultMap = parseColumnDefaultMap(_settings.get(Settings.dataSourceColumnDefaults.name()));
if (_settings.get(Settings.dataRemoteSource.name()) != null)
{
Container target;
if (_settings.get(Settings.dataSourceContainerPath.name()) != null)
{
target = ContainerManager.getForPath(_settings.get(Settings.dataSourceContainerPath.name()));
if (target == null)
{
throw new IllegalStateException("Unknown container: " + _settings.get(Settings.dataSourceContainerPath.name()));
}
}
else
{
target =_containerUser.getContainer();
}
DataIntegrationService.RemoteConnection rc = getRemoteDataSource(_settings.get(Settings.dataRemoteSource.name()), target, log);
SelectRowsCommand sr = new SelectRowsCommand(_settings.get(Settings.dataSourceSchema.name()), _settings.get(Settings.dataSourceQuery.name()));
sr.setColumns(sourceColumns);
sr.addFilter(_settings.get(Settings.dataSourceSubjectColumn.name()), StringUtils.join(subjects, ";"), Filter.Operator.IN);
if (_settings.get(Settings.dataSourceAdditionalFilters.name()) != null)
{
List<CompareType.AbstractCompareClause> additionalFilters = parseAdditionalFilters(_settings.get(Settings.dataSourceAdditionalFilters.name()));
for (CompareType.AbstractCompareClause f : additionalFilters)
{
Object value;
if (f.getParamVals() == null)
{
value = null;
}
else if (f.getParamVals().length == 1)
{
value = f.getParamVals()[0];
}
else
{
value = StringUtils.join(f.getParamVals(), ";");
}
Filter.Operator o = Filter.Operator.getOperatorFromUrlKey(f.getCompareType().getPreferredUrlKey());
if (o == null)
{
throw new IllegalStateException("Unknown operator: " + f.getCompareType().getPreferredUrlKey() + ", raw filter: " + f.getCompareType().name());
}
sr.addFilter(new Filter(f.getFieldKey().toString(), value, o));
}
}
try
{
SelectRowsResponse srr = sr.execute(rc.connection, rc.remoteContainer);
return doNameMapping(srr.getRows(), sourceToDestColumMap, columnToDefaultMap);
}
catch (CommandException | IOException e)
{
throw new IllegalStateException(e);
}
}
else
{
Container source;
if (_settings.get(Settings.dataSourceContainerPath.name()) == null)
{
source = _containerUser.getContainer();
}
else
{
source = ContainerManager.getForPath(_settings.get(Settings.dataSourceContainerPath.name()));
}
if (source == null)
{
throw new IllegalStateException("Unknown container: " + _settings.get(Settings.dataSourceContainerPath.name()));
}
if (!source.hasPermission(_containerUser.getUser(), ReadPermission.class))
{
throw new IllegalStateException("User does not have read permission: " + _settings.get(Settings.dataSourceContainerPath.name()));
}
UserSchema us = QueryService.get().getUserSchema(_containerUser.getUser(), source, _settings.get(Settings.dataSourceSchema.name()));
if (us == null)
{
throw new IllegalStateException("Unknown schema: " + _settings.get(Settings.dataSourceSchema.name()));
}
TableInfo sourceTable = us.getTable(_settings.get(Settings.dataSourceQuery.name()));
if (sourceTable == null)
{
throw new IllegalStateException("Unknown table: " + _settings.get(Settings.dataSourceQuery.name()));
}
if (!sourceTable.hasPermission(_containerUser.getUser(), ReadPermission.class))
{
throw new IllegalStateException("User does not have read permission on the source table " + _settings.get(Settings.dataSourceContainerPath.name()));
}
for (String colName : sourceColumns)
{
if (sourceTable.getColumn(colName) == null)
{
throw new IllegalStateException("Table is missing column: " + colName);
}
}
if (sourceTable.getColumn(_settings.get(Settings.dataSourceSubjectColumn.name())) == null)
{
throw new IllegalStateException("Table is missing column: " + _settings.get(Settings.dataSourceSubjectColumn.name()));
}
final SimpleFilter filter = new SimpleFilter(FieldKey.fromString(_settings.get(Settings.dataSourceSubjectColumn.name())), subjects, CompareType.IN);
if (_settings.get(Settings.dataSourceAdditionalFilters.name()) != null)
{
List<CompareType.AbstractCompareClause> additionalFilters = parseAdditionalFilters(_settings.get(Settings.dataSourceAdditionalFilters.name()));
additionalFilters.forEach(filter::addCondition);
}
TableSelector ts = new TableSelector(sourceTable, new HashSet<>(sourceColumns), filter, null);
return doNameMapping(new ArrayList<>(ts.getMapCollection()), sourceToDestColumMap, columnToDefaultMap);
}
}
private List<Map<String, Object>> doNameMapping(List<Map<String, Object>> rows, Map<String, String> colMap, Map<String, String> columnToDefaultMap)
{
return rows.stream().map(row -> {
if (colMap.isEmpty())
{
return row;
}
colMap.forEach((sourceCol, destCol) -> {
if (row.containsKey(sourceCol))
{
row.put(destCol, row.get(sourceCol));
}
row.remove(sourceCol);
});
return row;
}).map(row -> {
for (String colName : columnToDefaultMap.keySet())
{
if (!row.containsKey(colName))
{
row.put(colName, columnToDefaultMap.get(colName));
}
else if (row.get(colName) == null)
{
row.put(colName, columnToDefaultMap.get(colName));
}
}
return row;
}).toList();
}
private TableInfo getDataDestinationTable()
{
UserSchema us = QueryService.get().getUserSchema(_containerUser.getUser(), _containerUser.getContainer(), _settings.get(Settings.targetSchema.name()));
if (us == null)
{
throw new IllegalStateException("Unknown schema: " + _settings.get(Settings.targetSchema.name()));
}
TableInfo sourceTable = us.getTable(_settings.get(Settings.targetQuery.name()));
if (sourceTable == null)
{
throw new IllegalStateException("Unknown table: " + _settings.get(Settings.targetQuery.name()));
}
return sourceTable;
}
@Override
public void setContainerUser(ContainerUser containerUser)
{
_containerUser = containerUser;
}
@Override
public List<ValidationError> preFlightCheck(Container c)
{
List<ValidationError> errors = new ArrayList<>();
for (String setting : getRequiredSettings())
{
if (_settings.get(setting) == null || StringUtils.isEmpty(_settings.get(setting)))
{
errors.add(new SimpleValidationError("Missing required setting: " + setting));
}
}
return errors;
}
@Override
public List<String> getRequiredSettings()
{
return Arrays.stream(Settings.values()).filter(Settings::isRequired).map(Settings::name).toList();
}
@Override
public void setSettings(Map<String, String> settings)
{
_settings.putAll(settings);
}
private DataIntegrationService.RemoteConnection getRemoteDataSource(String name, Container c, Logger log) throws IllegalStateException
{
DataIntegrationService.RemoteConnection rc = DataIntegrationService.get().getRemoteConnection(name, c, log);
if (rc == null)
{
throw new IllegalStateException("Unable to find remote connection: " + name);
}
return rc;
}
private List<String> getSubjects(Logger log)
{
if (_settings.get(Settings.subjectRemoteSource.name()) != null)
{
Container target;
if (_settings.get(Settings.subjectSourceContainerPath.name()) != null)
{
target = ContainerManager.getForPath(_settings.get(Settings.subjectSourceContainerPath.name()));
if (target == null)
{
throw new IllegalStateException("Unknown container: " + _settings.get(Settings.subjectSourceContainerPath.name()));
}
}
else
{
target =_containerUser.getContainer();
}
DataIntegrationService.RemoteConnection rc = getRemoteDataSource(_settings.get(Settings.subjectRemoteSource.name()), target, log);
SelectRowsCommand sr = new SelectRowsCommand(_settings.get(Settings.subjectSourceSchema.name()), _settings.get(Settings.subjectSourceQuery.name()));
sr.setColumns(Arrays.asList(_settings.get(Settings.subjectSourceColumn.name())));
try
{
SelectRowsResponse srr = sr.execute(rc.connection, rc.remoteContainer);
return srr.getRows().stream().map(x -> x.get(_settings.get(Settings.subjectSourceColumn.name()))).map(Object::toString).toList();
}
catch (CommandException | IOException e)
{
throw new IllegalStateException(e);
}
}
else
{
Container source = _settings.get(Settings.subjectSourceContainerPath.name()) == null ? _containerUser.getContainer() : ContainerManager.getForPath(_settings.get(Settings.subjectSourceContainerPath.name()));
if (source == null)
{
throw new IllegalStateException("Unknown subjectSourceContainerPath: " + _settings.get(Settings.subjectSourceContainerPath.name()));
}
if (!source.hasPermission(_containerUser.getUser(), ReadPermission.class))
{
throw new IllegalStateException("User does not have read permission: " + _settings.get(Settings.subjectSourceContainerPath.name()));
}
UserSchema us = QueryService.get().getUserSchema(_containerUser.getUser(), source, _settings.get(Settings.subjectSourceSchema.name()));
if (us == null)
{
throw new IllegalStateException("Unknown schema: " + _settings.get(Settings.subjectSourceSchema.name()));
}
TableInfo sourceTable = us.getTable(_settings.get(Settings.subjectSourceQuery.name()));
if (sourceTable == null)
{
throw new IllegalStateException("Unknown table: " + _settings.get(Settings.subjectSourceQuery.name()));
}
if (sourceTable.getColumn(_settings.get(Settings.subjectSourceColumn.name())) == null)
{
throw new IllegalStateException("Table is missing column: " + _settings.get(Settings.subjectSourceColumn.name()));
}
return new TableSelector(sourceTable, PageFlowUtil.set(_settings.get(Settings.subjectSourceColumn.name()))).getArrayList(String.class);
}
}
}