[R-SIG-Finance] Process used to manage workspace and large data files
algotr8der at gmail.com
Sat May 14 15:54:30 CEST 2011
On 5/13/11 10:08 PM, Brian G. Peterson wrote:
> We stored tick data as binary xts (not XTS, R is case sensitive)
> rda/RData objects on disk. This was more than fast enough, and far
> faster than MySQL.
Thank you Brian.
I tried this and I was successful in saving an xts object and retrieving
it using getSymbols(Symbols, src='rda').
Now how do you maintain these rda files as new data arrives each day -
is there some way of adding incremental data to the object? For example
if I have minute data for QQQ from 2002-01-01 to 2011-05-13 I don't want
to pull all of the data beginning 2002-01-01 from my source to update
one day's worth of data at the end of business this coming Monday.
> - Brian
> On Fri, 2011-05-13 at 18:48 -0700, algotr8der wrote:
>> I think I have been working inefficiently with how I manage my workspace and
>> large data files. I was working with daily stock price data so my
>> inefficiencies were manageable but now I have moved to intraday data and
>> need to optimize. As such, I installed mySQL db on the same machine I
>> operate R to store the intraday data (minute frequency).
>> However, I find that loading minute stock data using dbGetQuery is very
>> slow. I have read several comments here on using RData files or
>> getSymbols.mySQL but would greatly appreciate further insight.
>> The structure of the table in mySQL that stores the minute data is as
>> date, time, open, high, low, close, volume
>> Every time I load data into R I have to perform manipulations on the date
>> and time column to get the data into the right format before I can generate
>> an XTS object of the data. I'm wondering whether I need to combine the date
>> and time columns in mySQL into one date column with the format as follows so
>> that I can use getSymbols.mySQL:
>> %m/%d/%Y %h:%i:%s %p
>> It seems to me that getSymbols.mySQL would need the date to be in the
>> aforementioned format as otherwise how else is it going to produce an XTS
>> object if time is stored in a separate column.
>> As a note - I am the only one who accesses the data.
>> I would greatly appreciate it if you could share your experiences and
>> possibly your data/workspace set up.
>> View this message in context: http://r.789695.n4.nabble.com/Process-used-to-manage-workspace-and-large-data-files-tp3521586p3521586.html
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