From 66e272e9eb5249884658e217aca87ac610f3b14d Mon Sep 17 00:00:00 2001 From: vinoth chandar Date: Fri, 17 Feb 2017 18:30:56 -0800 Subject: [PATCH] Docs for performance section (#80) * Adding performance section * minor edit to perf section --- docs/images/hoodie_query_perf_hive.png | Bin 0 -> 158481 bytes docs/images/hoodie_query_perf_presto.png | Bin 0 -> 33727 bytes docs/images/hoodie_query_perf_spark.png | Bin 0 -> 29384 bytes docs/images/hoodie_upsert_perf1.png | Bin 0 -> 15984 bytes docs/images/hoodie_upsert_perf2.png | Bin 0 -> 18954 bytes docs/implementation.md | 27 ++++++++++++++++++----- 6 files changed, 22 insertions(+), 5 deletions(-) create mode 100644 docs/images/hoodie_query_perf_hive.png create mode 100644 docs/images/hoodie_query_perf_presto.png create mode 100644 docs/images/hoodie_query_perf_spark.png create mode 100644 docs/images/hoodie_upsert_perf1.png create mode 100644 docs/images/hoodie_upsert_perf2.png diff --git a/docs/images/hoodie_query_perf_hive.png 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by switching from bulk loads off HBase to Parquet to incrementally upserting +on a Hoodie dataset, on 5 tables ranging from small to huge. + +{% include image.html file="hoodie_upsert_perf1.png" alt="hoodie_upsert_perf1.png" max-width="1000" %} +Given Hoodie can build the dataset incrementally, it opens doors for also scheduling ingesting more frequently thus reducing latency, with +significant savings on the overall compute cost. -#### Incremental Scan vs Full Scan +{% include image.html file="hoodie_upsert_perf2.png" alt="hoodie_upsert_perf2.png" max-width="1000" %} +Hoodie upserts have been stress tested upto 4TB in a single commit across the t1 table. - -#### Scalability of Upserts - - #### Copy On Write Regular Query Performance +The major design goal for copy-on-write storage was to achieve the latency reduction & efficiency gains in previous section, +with no impact on queries. Following charts compare the hoodie vs non-hoodie datasets across Hive/Presto/Spark queries. + +**Hive** + +{% include image.html file="hoodie_query_perf_hive.png" alt="hoodie_query_perf_hive.png" max-width="800" %} + +**Spark** + +{% include image.html file="hoodie_query_perf_spark.png" alt="hoodie_query_perf_spark.png" max-width="1000" %} + +**Presto** + +{% include image.html file="hoodie_query_perf_presto.png" alt="hoodie_query_perf_presto.png" max-width="1000" %}