ankitsultana commented on code in PR #13885:
URL: https://github.com/apache/pinot/pull/13885#discussion_r1735411187


##########
pinot-timeseries/pinot-timeseries-spi/src/main/java/org/apache/pinot/tsdb/spi/series/Series.java:
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@@ -0,0 +1,113 @@
+/**
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.pinot.tsdb.spi.series;
+
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import javax.annotation.Nullable;
+import org.apache.pinot.tsdb.spi.TimeBuckets;
+
+
+/**
+ * Logically, a time-series is a list of pairs of time and data values, where 
time is stored in increasing order.
+ * A time-series is identified using its ID, which can be retrieved using 
{@link #getId()}.
+ * A time series typically also has a set of pairs of keys and values which 
are called tags or labels.
+ * We allow a Series to store time either via {@link TimeBuckets} or via a 
long array as in {@link #getTimeValues()}.
+ * Using {@link TimeBuckets} is ideal when your queries are working on evenly 
spaced time ranges. The other option
+ * exists to support use-cases such as "Instant Vectors" in PromQL.
+ * <p>
+ *   <b>Warning:</b> The time and value arrays passed to the Series are not 
copied, and can be modified by anyone with
+ *   access to them. This is by design, to make it easier to re-use buffers 
during time-series operations.
+ * </p>
+ */
+public class Series {

Review Comment:
   The context is pretty clear that this is a time-series.
   
   Regardless using TimeSeries will be consistent with rest of the code so I 
have switched to time-series nomenclature everywhere (e.g. 
BaseTimeSeriesBuilder, TimeSeriesBuilderFactory, etc.).



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