5. Data Analysis¶
Each data you send and all the related information (the way the data has been built,
the feedback from the target, and so on) are stored within the fuddly
database
(an SQLite database located at ~/fuddly_data/fmkdb.db
). They all get a unique ID,
starting from 1 and increasing by 1 each time a data is sent.
To interact with the database a convenient toolkit is provided (<root of fuddly>/tools/fmkdb.py
).
5.1. Usage Examples¶
Let’s say you want to look at all the information that have been recorded for one of the data you sent, with the ID 4. The following command will display a synthesis of what you want:
./tools/fmkdb.py -i 4
And if you want to get all information, issue the following:
./tools/fmkdb.py -i 4 --with-data --with-fbk
You can also request information on all data sent between two dates. For instance the following command will display all data information that have been recorded between 25th January 2016 (11:30) and 26th January 2016:
./tools/fmkdb.py --info-by-date 2016/01/25-11:30 2016/01/26
For further information refer to the help by issuing:
./tools/fmkdb.py -h
5.2. Fmkdb Toolkit Manual¶
Hereunder is shown the output of <root of fuddly>/tools/fmkdb.py -h
.
usage: fmkdb.py [-h] [--fmkdb PATH] [--no-color] [-v] [--page-width WIDTH]
[--fbk-src FEEDBACK_SOURCES] [--project PROJECT_NAME] [-s]
[-i DATA_ID] [--info-by-date START END]
[--info-by-ids FIRST_DATA_ID LAST_DATA_ID] [-wf] [-wd]
[--without-fmkinfo] [--without-analysis] [--limit LIMIT]
[--raw] [-dd] [-df] [--data-atom ATOM_NAME]
[--fbk-atom ATOM_NAME] [--force-fbk-decoder DATA_MODEL_NAME]
[--export-data FIRST_DATA_ID LAST_DATA_ID] [-e DATA_ID]
[--remove-data FIRST_DATA_ID LAST_DATA_ID] [-r DATA_ID]
[--data-with-impact] [--data-with-impact-raw]
[--data-without-fbk]
[--data-with-specific-fbk FEEDBACK_REGEXP] [-a IMPACT COMMENT]
[--disprove-impact FIRST_ID LAST_ID]
Argument for FmkDB toolkit script
optional arguments:
-h, --help show this help message and exit
Miscellaneous Options:
--fmkdb PATH Path to an alternative fmkDB.db
--no-color Do not use colors
-v, --verbose Verbose mode
--page-width WIDTH Width hint for displaying information
Configuration Handles:
--fbk-src FEEDBACK_SOURCES
Restrict the feedback sources to consider (through a
regexp). Supported by: --data-with-impact, --data-
without-fbk, --data-with-specific-fbk
--project PROJECT_NAME
Restrict the data to be displayed to a specific
project. Supported by: --info-by-date, --info-by-ids,
--data-with-impact, --data-without-fbk, --data-with-
specific-fbk
Fuddly Database Visualization:
-s, --all-stats Show all statistics
Fuddly Database Information:
-i DATA_ID, --data-id DATA_ID
Provide the data ID on which actions will be
performed. Without any other parameters the default
action is to display information on the specified data
ID.
--info-by-date START END
Display information on data sent between START and END
(date format 'Year/Month/Day' or 'Year/Month/Day-Hour'
or 'Year/Month/Day-Hour:Minute')
--info-by-ids FIRST_DATA_ID LAST_DATA_ID
Display information on all the data included within
the specified data ID range
-wf, --with-fbk Display full feedback (expect --data-id)
-wd, --with-data Display data content (expect --data-id)
--without-fmkinfo Do not display fmkinfo (expect --data-id)
--without-analysis Do not display user analysis (expect --data-id)
--limit LIMIT Limit the size of what is displayed from the sent data
and the retrieved feedback (expect --with-data or
--with-fbk).
--raw Display data and feedback in raw format
Fuddly Decoding:
-dd, --decode-data Decode sent data based on the data model used for the
selected data ID or the atome name provided by --atom
-df, --decode-fbk Decode feedback based on the data model used for the
selected data ID or the atome name provided by --fbk-
atom
--data-atom ATOM_NAME
Atom of the data model to be used for decoding the
sent data. If not provided, the name of the sent data
will be used.
--fbk-atom ATOM_NAME Atom of the data model to be used for decoding
feedback. If not provided, the default data model
decoder will be used (if one exists), or the name of
the first registered atom in the data model
--force-fbk-decoder DATA_MODEL_NAME
Decode feedback with the decoder of the data model
specified
Fuddly Database Operations:
--export-data FIRST_DATA_ID LAST_DATA_ID
Extract data from provided data ID range
-e DATA_ID, --export-one-data DATA_ID
Extract data from the provided data ID
--remove-data FIRST_DATA_ID LAST_DATA_ID
Remove data from provided data ID range and all
related information from fmkDB
-r DATA_ID, --remove-one-data DATA_ID
Remove data ID and all related information from fmkDB
Fuddly Database Analysis:
--data-with-impact Retrieve data that negatively impacted a target.
Analysis is performed based on feedback status and
user analysis if present
--data-with-impact-raw
Retrieve data that negatively impacted a target.
Analysis is performed based on feedback status
--data-without-fbk Retrieve data without feedback
--data-with-specific-fbk FEEDBACK_REGEXP
Retrieve data with specific feedback provided as a
regexp
-a IMPACT COMMENT, --add-analysis IMPACT COMMENT
Add an impact analysis to a specific data ID (expect
--data-id). IMPACT should be either 0 (no impact) or 1
(impact), and COMMENT provide information
--disprove-impact FIRST_ID LAST_ID
Disprove the impact of a group of data present in the
outcomes of '--data-with-impact-raw'. The group is
determined by providing the smaller data ID (FIRST_ID)
and the bigger data ID (LAST_ID).