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Tom Krüger 4 years ago
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Instance Batches
================
If you have to run experiments on multiple problem instances, *instance batches* are your friend. Simply put an instance batch is a collection of problem instances. In order to manage batches across large instance pools spread out over the file system you can declare them in *batch files*.
Loading Batches
---------------
All you have to do in order to load a batch is to call the `batch.load("path/batch_file")` function with the path to the corresponding batch file.
```python
import a2.batch
instance_paths = a2.batch.load("path/to/batch_file")
```
Batch Files
-----------
Batch files are used do index all instances contained in the batch. The real power of these files comes from two features *nested batches* and the possibility to *include batch files*. A example my look like this:
```JSON
{
"dir": "./some/path",
"include":
[
"path/to_other/batch_file1",
"path/to_other/batch_file2"
],
"instances":
[
"instance1.cnf",
"instance2.cnf"
],
"batches":
[
{
"dir": "./nested/path",
"instances":
[
"instanec11.cnf",
"instance22.cnf
]
}
]
}
```
A complete grammar is defined further below. The main components of a batch files are *batch objects*. Possible fields of batch objects are:
dir
: The base directory for all contained paths. Consider the example above. The path `instance1.cnf` will be expanded to `./some/path/instance1.cnf`.
: If the base path of a batch is relative (e.g. `./path`) it is always relative to its parent batch (e.g. `./nested/path` will be extended to `./some/path/nested/path`). In case of root batches (highest level in batch file) relative base paths are relative to the file location.
include
: Here you can list paths to other batch files, which than will be included to the current batch.
instances
: This is the actual list of instance paths.
batches
: Instance batches can contain other (nested) instance batches. This allows you to structure your batch files much more nicely (see nested base paths).
---
### Grammar
The complete grammar of a batch file is defined by:
```
<file> ::= <batch>
<batch> ::= '{' <fields> '}'
<fields> ::= <field>
| ',' <fields>
<field> ::= <directory>
| <instance list>
| <include list>
| <batch list>
<directory> ::= '"dir":' <Path>
<instance list> ::= '"instances": [' <paths> ']'
<include list> ::= '"include": [' <paths> ']'
<batch list> ::= '"batches": [' <batches> ']'
<paths> ::= <path> | ',' <paths>
<batches> ::= <batch> | ',' >batch>
```
---

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