databridge
v1.5.7
Published
Data bridging software to modularize, automate and schedule the transfer of data between different sources and destinations.
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DataBridge
A framework for automated and programmatic data transfer. Separate source and destination modules allow for a high degree of customization and deployment-specific data handling.
Installation
See INSTALL.
Usage
Command-Line
Run bridge or batch. In project directory at command-line:
node app --help
npm start -- --help
Re-setup:
node setup
Cleanup any extraneous output files (make appropriate backups first). Takes -d
flag for number of previous days' files to keep.
node clean
node clean -d 3
node clean -d 0
Manage bind variables. Follow prompts:
node bind
Node Module
npm install databridge --save
var databridge = require('databridge');
The databridge module exposes a number of functions/objects. See the documentation at the beginning of each module for specific function reference.
{
setupConfig: [Function], // bin/config-setup
config: { // config.json (if exists)
dirs: {
batches: '{...}/batches/',
creds: '{...}/creds/',
destinations: '{...}/destinations/',
input: '{...}/input/',
logs: '{...}/logs/',
output: '{...}/output/',
sources: '{...}/sources/'
},
logto: 'console',
defaultBindVars: {},
schedule: '{...}/schedule.json'
},
bridge: [Function], // bin/bridge
batchParse: [Function], // bin/batch-parse
bridgeRunner: [Function], // bin/bridge-runner
list: {
src: [Function], // bin/list-src
dest: [Function], // bin/list-dest
tables: [Function], // bin/list-tables
batches: [Function] // bin/list-batches
}
}
Data Types
Data type detection is handled by typeof()
and a combination of
source column strings.
GPA
anywhere or_DEC
at the end of the column name will be parsed asDECIMAL(8,2)
. (_DEC
will be removed from the destination column name.)DATE
orTIMESTAMP
in the column name is parsed asDATE
.- For all other types, the first row of data will be used.
- If
typeof(value) == 'number'
parsed asINT
. - Else parsed as
VARCHAR(255)
This behavior is run by bin/col-parser
and should be customized for
particular situations especially involving large amounts of data.
Indexes
For SQL-based destinations, indexes are created for column names with the
trailing string _IND
. This trailing string is removed from the destination
column name.
Running as a Service / PM2
Uses config.schedule
file and can setup service. Requires pm2 installed globally npm install -g pm2
.
# start pm2 service
npm run service-start
# restart pm2
npm run service-restart
# stop pm2
npm run service-stop
It is possible to run pm2 at startup.
Schedule / Batch Configuration
NOTE: When using the service, it cannot prompt for bind variables if needed. Therefore, any sources that require bind variables will throw an error if bind variables are not defined. Each job object in that case MUST have a
binds: true
or definedbinds: {...}
attribute.
Option for truncate allows for truncating the table without
completely dropping and recreating (sql databases only). Use "truncate": true
or -n
.
Option for update allows for appending values to the table rather
than completely deleting table and recreating (databases only). Use "update": true
or -u
.
Run a custom script with "type": "script"
and the name of the file (no extension) inside local/input/
under "name": "script"
.
Each schedule object requires cron
attribute in the following format.
* * * * * *
┬ ┬ ┬ ┬ ┬ ┬
│ │ │ │ │ |
│ │ │ │ │ └ day of week (0 - 7) (0 or 7 is Sun)
│ │ │ │ └───── month (1 - 12)
│ │ │ └────────── day of month (1 - 31)
│ │ └─────────────── hour (0 - 23)
│ └──────────────────── minute (0 - 59)
└───────────────────────── second (0 - 59, optional)
Example schedule.json
file:
[{
"name": "test",
"type": "batch",
"cron": "*/30 * * * *"
}, {
"type": "bridge",
"name": "oracle employees.ferpa_certified => mssql",
"cron": "*/10 * * * *",
"binds": true,
"source": "oracle",
"destination": "mssql",
"table": "employees.ferpa_certified",
"truncate": true
}, {
"type": "bridge",
"name": "mssql surveys.population_open => csv",
"cron": "*/20 * * * *",
"binds": true,
"source": "mssql",
"table": "surveys.population_open",
"destination": "csv"
}, {
"type": "bridge",
"name": "xlsx employees.ferpa_certified => mssql",
"cron": "*/25 * * * *",
"binds": true,
"source": "xlsx",
"destination": "mssql",
"table": "employees.ferpa_certified",
"update": true
}, {
"type": "script",
"name": "name of script inside input directory, file extension",
"cron": "0 1 * * *"
}]
Testing
Install Mocha globally:
npm install -g mocha
All tests:
npm test
All destinations or sources:
mocha spec/destinations
mocha spec/sources
Just one destination/source:
mocha spec/destinations --one=mssql
mocha spec/sources --one=mysql
Customizing sources / destinations
Note about require()
If you plan on using a separate input/output/source dir (as in when you ran npm install, you told databridge to make the "local" folder outside the main databridge folder), you'll need to either:
- Install necessary packages (like database connection packages) inside that local directory.
- Use something like
require.main.require
to include the database source or scripts from the main databridge directory.
Databridge will be requiring the source directory but it will try to require from a different path than the main databridge directory.
See this great GitHubGist article by branneman for more information and options.
Multiple similar sources (oracle => oracle)
One way to accomplish transfer from two separate databases of the same type is
to create a source or destination from one to the other that changes the
source name (and therefore the credentials/connection file). For example,
a custom oracle source could be added inside local/sources/newsource.js
would
make databridge look for creds/newsource.js
. Here's how to do that:
//include oracle source from bin/src/
module.exports = (opt, moduleCallback) => {
const oracle = require.main.require('./bin/src/oracle')
oracle(opt, (e, r, c) => {
moduleCallback(e, r, c)
})
}
Source modules
Source modules are passed the config/opt object from the bridge.
Source modules MUST return:
null
or error.- Number of rows pulled from source.
- Array of column names from source.
Destination modules
Destination modules are passed config/opt object from the bridge
and the columns definitions generated by bin/col-parser
.
Destination modules MUST return:
null
or error.- Number of rows written to destination.
- Array of column names at destination.