Examples with Dataset com.google.cloud.automl.v1beta1.Dataset used on opensource projects

Example 16 with Dataset

use of com.google.cloud.automl.v1beta1.Dataset in project java-automl by googleapis.

the class AutoMlClientTest method listColumnSpecsTest.

@Test
public void listColumnSpecsTest() throws Exception {
    ColumnSpec responsesElement = ColumnSpec.newBuilder().build();
    ListColumnSpecsResponse expectedResponse = ListColumnSpecsResponse.newBuilder().setNextPageToken("").addAllColumnSpecs(Arrays.asList(responsesElement)).build();
    mockAutoMl.addResponse(expectedResponse);
    TableSpecName parent = TableSpecName.of("[PROJECT]", "[LOCATION]", "[DATASET]", "[TABLE_SPEC]");
    ListColumnSpecsPagedResponse pagedListResponse = client.listColumnSpecs(parent);
    List<ColumnSpec> resources = Lists.newArrayList(pagedListResponse.iterateAll());
    Assert.assertEquals(1, resources.size());
    Assert.assertEquals(expectedResponse.getColumnSpecsList().get(0), resources.get(0));
    List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
    Assert.assertEquals(1, actualRequests.size());
    ListColumnSpecsRequest actualRequest = ((ListColumnSpecsRequest) actualRequests.get(0));
    Assert.assertEquals(parent.toString(), actualRequest.getParent());
    Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}

Example 17 with Dataset

use of com.google.cloud.automl.v1beta1.Dataset in project java-automl by googleapis.

the class AutoMlClientTest method listDatasetsTest2.

@Test
public void listDatasetsTest2() throws Exception {
    Dataset responsesElement = Dataset.newBuilder().build();
    ListDatasetsResponse expectedResponse = ListDatasetsResponse.newBuilder().setNextPageToken("").addAllDatasets(Arrays.asList(responsesElement)).build();
    mockAutoMl.addResponse(expectedResponse);
    String parent = "parent-995424086";
    ListDatasetsPagedResponse pagedListResponse = client.listDatasets(parent);
    List<Dataset> resources = Lists.newArrayList(pagedListResponse.iterateAll());
    Assert.assertEquals(1, resources.size());
    Assert.assertEquals(expectedResponse.getDatasetsList().get(0), resources.get(0));
    List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
    Assert.assertEquals(1, actualRequests.size());
    ListDatasetsRequest actualRequest = ((ListDatasetsRequest) actualRequests.get(0));
    Assert.assertEquals(parent, actualRequest.getParent());
    Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}

Example 18 with Dataset

use of com.google.cloud.automl.v1beta1.Dataset in project java-automl by googleapis.

the class AutoMlClientTest method listDatasetsTest.

@Test
public void listDatasetsTest() throws Exception {
    Dataset responsesElement = Dataset.newBuilder().build();
    ListDatasetsResponse expectedResponse = ListDatasetsResponse.newBuilder().setNextPageToken("").addAllDatasets(Arrays.asList(responsesElement)).build();
    mockAutoMl.addResponse(expectedResponse);
    LocationName parent = LocationName.of("[PROJECT]", "[LOCATION]");
    ListDatasetsPagedResponse pagedListResponse = client.listDatasets(parent);
    List<Dataset> resources = Lists.newArrayList(pagedListResponse.iterateAll());
    Assert.assertEquals(1, resources.size());
    Assert.assertEquals(expectedResponse.getDatasetsList().get(0), resources.get(0));
    List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
    Assert.assertEquals(1, actualRequests.size());
    ListDatasetsRequest actualRequest = ((ListDatasetsRequest) actualRequests.get(0));
    Assert.assertEquals(parent.toString(), actualRequest.getParent());
    Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}

Example 19 with Dataset

use of com.google.cloud.automl.v1beta1.Dataset in project java-automl by googleapis.

the class AutoMlClientTest method listTableSpecsTest.

@Test
public void listTableSpecsTest() throws Exception {
    TableSpec responsesElement = TableSpec.newBuilder().build();
    ListTableSpecsResponse expectedResponse = ListTableSpecsResponse.newBuilder().setNextPageToken("").addAllTableSpecs(Arrays.asList(responsesElement)).build();
    mockAutoMl.addResponse(expectedResponse);
    DatasetName parent = DatasetName.of("[PROJECT]", "[LOCATION]", "[DATASET]");
    ListTableSpecsPagedResponse pagedListResponse = client.listTableSpecs(parent);
    List<TableSpec> resources = Lists.newArrayList(pagedListResponse.iterateAll());
    Assert.assertEquals(1, resources.size());
    Assert.assertEquals(expectedResponse.getTableSpecsList().get(0), resources.get(0));
    List<AbstractMessage> actualRequests = mockAutoMl.getRequests();
    Assert.assertEquals(1, actualRequests.size());
    ListTableSpecsRequest actualRequest = ((ListTableSpecsRequest) actualRequests.get(0));
    Assert.assertEquals(parent.toString(), actualRequest.getParent());
    Assert.assertTrue(channelProvider.isHeaderSent(ApiClientHeaderProvider.getDefaultApiClientHeaderKey(), GaxGrpcProperties.getDefaultApiClientHeaderPattern()));
}

Example 20 with Dataset

use of com.google.cloud.automl.v1beta1.Dataset in project idempiere by idempiere.

the class ModelADServiceImpl method queryData.

public WindowTabDataDocument queryData(ModelCRUDRequestDocument req) {
    Trx trx = null;
    try {
        getCompiereService().connect();
        CompiereService m_cs = getCompiereService();
        WindowTabDataDocument ret = WindowTabDataDocument.Factory.newInstance();
        WindowTabData resp = ret.addNewWindowTabData();
        ModelCRUD modelCRUD = req.getModelCRUDRequest().getModelCRUD();
        String serviceType = modelCRUD.getServiceType();
        ADLoginRequest reqlogin = req.getModelCRUDRequest().getADLoginRequest();
        String err = login(reqlogin, webServiceName, "queryData", serviceType);
        if (err != null && err.length() > 0) {
            resp.setError(err);
            return ret;
        }
        // Validate parameters vs service type
        validateCRUD(modelCRUD);
        Properties ctx = m_cs.getCtx();
        String tableName = modelCRUD.getTableName();
        Map<String, Object> reqCtx = getRequestCtx();
        MWebServiceType m_webservicetype = getWebServiceType();
        // get the PO for the tablename and record ID
        MTable table = MTable.get(ctx, tableName);
        if (table == null)
            throw new IdempiereServiceFault("Web service type " + m_webservicetype.getValue() + ": table " + tableName + " not found", new QName("queryData"));
        int roleid = reqlogin.getRoleID();
        MRole role = MRole.get(ctx, roleid);
        // start a trx
        String trxName = localTrxName;
        if (trxName == null) {
            trxName = Trx.createTrxName("ws_modelQueryData");
            manageTrx = true;
        }
        trx = Trx.get(trxName, true);
        if (manageTrx)
            trx.setDisplayName(getClass().getName() + "_" + webServiceName + "_queryData");
        StringBuilder sqlBuilder = new StringBuilder(role.addAccessSQL("SELECT * FROM " + tableName, tableName, true, MRole.SQL_RO));
        ArrayList<Object> sqlParaList = new ArrayList<Object>();
        PO holderPo = table.getPO(0, trxName);
        POInfo poinfo = POInfo.getPOInfo(ctx, table.getAD_Table_ID());
        if (modelCRUD.getDataRow() != null) {
            DataRow dr = modelCRUD.getDataRow();
            DataField[] fields = dr.getFieldArray();
            StandardResponseDocument stdRet = StandardResponseDocument.Factory.newInstance();
            StandardResponse stdResp = stdRet.addNewStandardResponse();
            StandardResponseDocument retResp = invokeWSValidator(m_webservicetype, IWSValidator.TIMING_BEFORE_PARSE, holderPo, fields, trx, reqCtx, stdResp, stdRet);
            if (retResp != null) {
                throw new IdempiereServiceFault(retResp.getStandardResponse().getError(), new QName("queryData"));
            }
            retResp = scanFields(fields, m_webservicetype, holderPo, poinfo, trx, stdResp, stdRet);
            if (retResp != null) {
                throw new IdempiereServiceFault(retResp.getStandardResponse().getError(), new QName("queryData"));
            }
            for (DataField field : modelCRUD.getDataRow().getFieldArray()) {
                if (m_webservicetype.isInputColumnNameAllowed(field.getColumn())) {
                    // Jan Thielemann Solution for query using the sentence like
                    X_WS_WebServiceFieldInput inputField = m_webservicetype.getFieldInput(field.getColumn());
                    I_AD_Column col = inputField.getAD_Column();
                    String sqlType = DisplayType.getSQLDataType(col.getAD_Reference_ID(), col.getColumnName(), col.getFieldLength());
                    if (sqlType.contains("CHAR"))
                        sqlBuilder.append(" AND ").append(field.getColumn()).append(" LIKE ?");
                    else
                        sqlBuilder.append(" AND ").append(field.getColumn()).append("=?");
                    sqlParaList.add(holderPo.get_Value(field.getColumn()));
                // End Jan Thielemann Solution for query using the sentence like
                } else if (m_webservicetype.getFieldInput(field.getColumn()) == null) {
                    // If not even ctx variable column
                    throw new IdempiereServiceFault("Web service type " + m_webservicetype.getValue() + ": input column " + field.getColumn() + " not allowed", new QName("queryData"));
                }
            }
        }
        if (modelCRUD.getFilter() != null && modelCRUD.getFilter().length() > 0) {
            String sql = parseSQL(" WHERE " + modelCRUD.getFilter(), sqlParaList, holderPo, poinfo, reqCtx);
            sqlBuilder.append(" AND ").append(sql.substring(6));
        }
        int cnt = 0;
        int rowCnt = 0;
        int offset = modelCRUD.getOffset();
        int limit = modelCRUD.getLimit();
        PreparedStatement pstmtquery = null;
        ResultSet rsquery = null;
        try {
            pstmtquery = DB.prepareStatement(sqlBuilder.toString(), trxName);
            DB.setParameters(pstmtquery, sqlParaList);
            rsquery = pstmtquery.executeQuery();
            // Angelo Dabala' (genied) must create just one DataSet, moved outside of the while loop
            DataSet ds = resp.addNewDataSet();
            while (rsquery.next()) {
                cnt++;
                if ((offset >= cnt) || (limit > 0 && offset + limit < cnt))
                    continue;
                rowCnt++;
                DataRow dr = ds.addNewDataRow();
                for (int i = 0; i < poinfo.getColumnCount(); i++) {
                    String columnName = poinfo.getColumnName(i);
                    if (m_webservicetype.isOutputColumnNameAllowed(columnName)) {
                        DataField dfid = dr.addNewField();
                        dfid.setColumn(columnName);
                        if (rsquery.getObject(columnName) instanceof byte[])
                            dfid.setVal(new String(Base64.encodeBase64(rsquery.getBytes(columnName))));
                        else
                            dfid.setVal(rsquery.getString(columnName));
                    }
                }
            }
        } catch (Exception e) {
            log.log(Level.SEVERE, e.getLocalizedMessage(), e);
            throw new IdempiereServiceFault(e);
        } finally {
            DB.close(rsquery, pstmtquery);
            rsquery = null;
            pstmtquery = null;
        }
        resp.setSuccess(true);
        resp.setRowCount(rowCnt);
        resp.setNumRows(rowCnt);
        resp.setTotalRows(cnt);
        resp.setStartRow(offset);
        return ret;
    } finally {
        if (manageTrx && trx != null)
            trx.close();
        getCompiereService().disconnect();
    }
}