diff options
Diffstat (limited to 'web/api/queries')
| -rw-r--r-- | web/api/queries/Makefile.in | 656 | ||||
| -rw-r--r-- | web/api/queries/README.md | 48 | ||||
| -rw-r--r-- | web/api/queries/average/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/average/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/des/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/des/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/incremental_sum/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/incremental_sum/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/max/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/max/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/median/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/median/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/min/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/min/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/query.c | 51 | ||||
| -rw-r--r-- | web/api/queries/ses/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/ses/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/stddev/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/stddev/README.md | 2 | ||||
| -rw-r--r-- | web/api/queries/sum/Makefile.in | 464 | ||||
| -rw-r--r-- | web/api/queries/sum/README.md | 2 |
21 files changed, 97 insertions, 4852 deletions
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It always tries to keep `group points` -an integer. Keep in mind the query engine may shift `after` if required. +an integer. Keep in mind the query engine may shift `after` if required. See also the [example](#example). #### Time-frame Alignment Alignment is a very important aspect of netdata queries. Without it, the animated -charts on the dashboards would constantly change shape during incremental updates. +charts on the dashboards would constantly [change shape](#example) during incremental updates. To provide consistent grouping through time, the query engine (by default) aligns `after` and `before` to be a multiple of `group points`. @@ -126,3 +126,47 @@ to the caller. The query engine is highly optimized for speed. Most of its modules implement "online" versions of the algorithms, requiring just one pass on the database values to produce the result. + +## Example + +When netdata is reducing metrics, it tries to return always the same boundaries. So, if we want 10s averages, it will always return points starting at a `unix timestamp % 10 = 0`. + +Let's see why this is needed, by looking at the error case. + +Assume we have 5 points: + +| time | value | +| :-: | :-: | +| 00:01 | 1 | +| 00:02 | 2 | +| 00:03 | 3 | +| 00:04 | 4 | +| 00:05 | 5 | + +At 00:04 you ask for 2 points for 4 seconds in the past. So `group = 2`. netdata would return: + +| point | time | value | +| :-: | :-: | :-: | +| 1 | 00:01 - 00:02 | 1.5 | +| 2 | 00:03 - 00:04 | 3.5 | + +A second later the chart is to be refreshed, and makes again the same request at 00:05. These are the points that would have been returned: + +| point | time | value | +| :-: | :-: | :-: | +| 1 | 00:02 - 00:03 | 2.5 | +| 2 | 00:04 - 00:05 | 4.5 | + +**Wait a moment!** The chart was shifted just one point and it changed value! Point 2 was 3.5 and when shifted to point 1 is 2.5! If you see this in a chart, it's a mess. The charts change shape constantly. + +For this reason, netdata always aligns the data it returns to the `group`. + +When you request `points=1`, netdata understands that you need 1 point for the whole database, so `group = 3600`. Then it tries to find the starting point which would be `timestamp % 3600 = 0` Within a database of 3600 seconds, there is one such point for sure. Then it tries to find the average of 3600 points. But, most probably it will not find 3600 of them (for just 1 out of 3600 seconds this query will return something). + +So, the proper way to query the database is to also set at least `after`. The following call will returns 1 point for the last complete 10-second duration (it starts at `timestamp % 10 = 0`): + +http://netdata.firehol.org/api/v1/data?chart=system.cpu&points=1&after=-10&options=seconds + +When you keep calling this URL, you will see that it returns one new value every 10 seconds, and the timestamp always ends with zero. Similarly, if you say `points=1&after=-5` it will always return timestamps ending with 0 or 5. + +[]() diff --git a/web/api/queries/average/Makefile.in b/web/api/queries/average/Makefile.in deleted file mode 100644 index a5db03648..000000000 --- a/web/api/queries/average/Makefile.in +++ /dev/null @@ -1,464 +0,0 @@ -# Makefile.in generated by automake 1.14.1 from Makefile.am. -# @configure_input@ - -# Copyright (C) 1994-2013 Free Software Foundation, Inc. - -# This Makefile.in is free software; the Free Software Foundation -# gives unlimited permission to copy and/or distribute it, -# with or without modifications, as long as this notice is preserved. - -# This program is distributed in the hope that it will be useful, -# but WITHOUT ANY WARRANTY, to the extent permitted by law; without -# even the implied warranty of MERCHANTABILITY or FITNESS FOR A -# PARTICULAR PURPOSE. - -@SET_MAKE@ - -# SPDX-License-Identifier: GPL-3.0-or-later - -VPATH = @srcdir@ -am__is_gnu_make = test -n '$(MAKEFILE_LIST)' && test -n '$(MAKELEVEL)' -am__make_running_with_option = \ - case $${target_option-} in \ - ?) ;; 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r->max = max; r->before = max_date; - r->after = min_date; + r->after = min_date - (r->group - 1) * r->st->update_every; rrdr_done(r, rrdr_line); #ifdef NETDATA_INTERNAL_CHECKS @@ -539,7 +539,7 @@ static void rrd2rrdr_log_request_response_metdata(RRDR *r , resampling_group // after - , (size_t)r->after - (group - 1) * r->st->update_every + , (size_t)r->after , (size_t)after_wanted , (size_t)after_requested , (size_t)rrdset_first_entry_t(r->st) @@ -666,26 +666,41 @@ RRDR *rrd2rrdr( info("INTERNAL CHECK: %s: requested gtime %ld secs, is greater than the desired duration %ld secs", st->id, resampling_time_requested, duration); #endif - group = available_points; // use all the points + after_requested = before_requested - resampling_time_requested; + duration = before_requested - after_requested; + available_points = duration / st->update_every; + group = available_points / points_requested; } - else { - // the points we should group to satisfy gtime - resampling_group = resampling_time_requested / st->update_every; - if(unlikely(resampling_time_requested % st->update_every)) { - #ifdef NETDATA_INTERNAL_CHECKS - info("INTERNAL CHECK: %s: requested gtime %ld secs, is not a multiple of the chart's data collection frequency %d secs", st->id, resampling_time_requested, st->update_every); - #endif - resampling_group++; + // if the duration is not aligned to resampling time + // extend the duration to the past, to avoid a gap at the chart + // only when the missing duration is above 1/10th of a point + if(duration % resampling_time_requested) { + time_t delta = duration % resampling_time_requested; + if(delta > resampling_time_requested / 10) { + after_requested -= resampling_time_requested - delta; + duration = before_requested - after_requested; + available_points = duration / st->update_every; + group = available_points / points_requested; } + } - // adapt group according to resampling_group - if(unlikely(group < resampling_group)) group = resampling_group; // do not allow grouping below the desired one - if(unlikely(group % resampling_group)) group += resampling_group - (group % resampling_group); // make sure group is multiple of resampling_group + // the points we should group to satisfy gtime + resampling_group = resampling_time_requested / st->update_every; + if(unlikely(resampling_time_requested % st->update_every)) { + #ifdef NETDATA_INTERNAL_CHECKS + info("INTERNAL CHECK: %s: requested gtime %ld secs, is not a multiple of the chart's data collection frequency %d secs", st->id, resampling_time_requested, st->update_every); + #endif - //resampling_divisor = group / resampling_group; - resampling_divisor = (calculated_number)(group * st->update_every) / (calculated_number)resampling_time_requested; + resampling_group++; } + + // adapt group according to resampling_group + if(unlikely(group < resampling_group)) group = resampling_group; // do not allow grouping below the desired one + if(unlikely(group % resampling_group)) group += resampling_group - (group % resampling_group); // make sure group is multiple of resampling_group + + //resampling_divisor = group / resampling_group; + resampling_divisor = (calculated_number)(group * st->update_every) / (calculated_number)resampling_time_requested; } // now that we have group, @@ -710,7 +725,7 @@ RRDR *rrd2rrdr( // we need to estimate the number of points, for having // an integer number of values per point - long points_wanted = (before_wanted - after_requested) / st->update_every / group; + long points_wanted = (before_wanted - after_requested) / (st->update_every * group); time_t after_wanted = before_wanted - (points_wanted * group * st->update_every) + st->update_every; if(unlikely(after_wanted < first_entry_t)) { @@ -951,7 +966,7 @@ RRDR *rrd2rrdr( rrd2rrdr_log_request_response_metdata(r, group_method, aligned, group, resampling_time_requested, resampling_group, after_wanted, after_requested, before_wanted, before_requested, points_requested, points_wanted, after_slot, before_slot, "got 'before' is not wanted 'before'"); // reported 'after' varies, depending on group - if((r->after - (group - 1) * r->st->update_every) != after_wanted) + if(r->after != after_wanted) rrd2rrdr_log_request_response_metdata(r, group_method, aligned, group, resampling_time_requested, resampling_group, after_wanted, after_requested, before_wanted, before_requested, points_requested, points_wanted, after_slot, before_slot, "got 'after' is not wanted 'after'"); 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