Reputation: 4235
I am using influxDB and using line protocol to insert large set of data into Data base. Data i am getting is in the form of Key value pair, where key is long string contains Hierarchical data and value is simple integer value.
Sample Key Value data :
/path/units/unit/subunits/subunit[name\='NAME1']/memory/chip/application/filter/allocations
value = 500
/path/units/unit/subunits/subunit[name\='NAME2']/memory/chip/application/filter/allocations
value = 100
(Note Name = 2)
/path/units/unit/subunits/subunit[name\='NAME1']/memory/chip/application/filter/free
value = 700
(Note Instead of allocation it is free at the leaf)
/path/units/unit/subunits/subunit[name\='NAME2']/memory/graphics/application/filter/swap
value = 600
Note Instead of chip, graphics is in path)
/path/units/unit/subunits/subunit[name\='NAME2']/harddisk/data/size
value = 400
Note Different path but till subunit it is same
/path/units/unit/subunits/subunit[name\='NAME2']/harddisk/data/free
value=100
Note Same path but last element is different
Below is the line protocol i am using to insert data.
interface, Key= /path/units/unit/subunits/subunit[name\='NAME2']/harddisk/data/free, valueData= 500
I am Using one measurement namely, Interface. And one tag and one field set. But this DB design is causing issue for querying data.
How can I design database so that i can query like, Get all record for subunit where name = Name1 or get all size data for every hard disk.
Thanks in advance.
Upvotes: 0
Views: 167
Reputation: 4747
The Schema I'd recommend would be the following:
interface,filename=/path/units/unit/subunits/subunit[name\='NAME2']/harddisk/data/free value=500
Where filename
is a tag and value
is the field.
Given that the cardinality of filename
in the thousands this schema should work well.
Upvotes: 2