Export dataset metadata from CKAN to Excel
Project description
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ckanapi-exporter
================
An API client (usable as a command-line script or as a Python library) for
exporting dataset metadata from CKAN sites to Excel-compatible CSV files.
Requirements
------------
Python 2.7, does not work with 2.6!
Installation
------------
To install run:
pip install ckanapi-exporter
Usage
-----
For example, to create a one-column CSV file containing the titles of all the
datasets from demo.ckan.org:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' \
--column "Title" --pattern '^title$' > output.csv
```
This searches for the field matching the regular expression `'^title$'` in each
dataset (the `--pattern` argument) and puts the values into a column called
"Title" in the CSV file (the `--column` argument). It'll create an `output.csv`
file something like this:
<table>
<tr>
<th>Title</th>
</tr>
<tr>
<td>Senior Salaries Information</td>
</tr>
<tr>
<td>Demo Data for Open Data in 1 Day - Spending Over £500</td>
</tr>
<tr>
<td>UK at Burglaries</td>
</tr>
<tr>
<td>...</td>
</tr>
</table>
To add a second column containing quoted, comma-separated lists of each of the
datasets' resource formats just add another pair of `--column` and
`--pattern` options:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' \
--column "Title" --pattern '^title$' \
--column Formats --pattern '^resources$' '^format$' > output.csv
```
This time the pattern has two arguments: `--pattern '^resources$' '^format$'`.
This means find the "resources" field of each dataset and then find the
"format" field of each resource. It'll create a CSV file something like this:
<table>
<tr>
<th>Title</th>
<th>Formats</th>
</tr>
<tr>
<td>Senior Salaries Information</td>
<td>XLSX, CSV</td>
</tr>
<tr>
<td>Demo Data for Open Data in 1 Day - Spending Over £500</td>
<td>CSV, CSV, CSV, CSV</td>
</tr>
<tr>
<td>UK Cat Burglaries</td>
<td>JPEG, CSV, CSV</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
</tr>
</table>
CSV is repeated a lot because lots of the datasets have multiple CSV resources.
You can add the `--deduplicate` option to the column to remove the duplication:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' \
--column "Title" --pattern '^title$' \
--column Formats --pattern '^resources$' '^format$' --deduplicate \
> output.csv
```
<table>
<tr>
<th>Title</th>
<th>Formats</th>
</tr>
<tr>
<td>Senior Salaries Information</td>
<td>XLSX, CSV</td>
</tr>
<tr>
<td>Demo Data for Open Data in 1 Day - Spending Over £500</td>
<td>CSV</td>
</tr>
<tr>
<td>UK at Burglaries</td>
<td>JPEG, CSV</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
</tr>
</table>
You can also specify your columns in a `columns.json` file like this:
```json
{
"Data Owner": {
"pattern": "^author$",
"unique": true,
"case_sensitive": true
},
"Delivery Unit": {
"pattern": ["^extras$", "^Delivery Unit$"],
"unique": true
},
"Contributor": {
"pattern": ["^extras$", "^Contributor.*"]
},
"Description": {
"pattern": "^notes$",
"unique": true,
"case_sensitive": true,
"max_length": 255
},
"Format": {
"pattern": ["^resources$", "^format$"],
"case_sensitive": true,
"deduplicate": true
}
}
```
Then tell ckanapi-exporter to read the column options from this file instead of
giving them on the command line:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' --columns columns.json > output.csv
```
For a working example `columns.json` file that you can use against demo.ckan.org,
see [test_columns.json](ckanapi_exporter/test_columns.json).
ckanapi-exporter is a thin wrapper around
[losser](https://github.com/ckan/losser), hooking it up to the CKAN API.
For more documentation of the filtering and transforming options run
`ckanapi-exporter --help` or read losser's docs.
Exporting Dataset Extras
------------------------
This column in a `columns.json` file will find a dataset extra whose name (key)
matches the regular expression `"^Delivery Unit$"` in each dataset, and will
crash if any dataset has more than one matching extra:
```json
"Delivery Unit": {
"pattern_path": ["^extras$", "^Delivery Unit$"],
"unique": true
},
```
This column will find dataset extras whose names match the regular expression
`"^Contributor.*"` case-insensitively. This will find extras named
"contributor", "Contributor", "Contributor 1", "Contributor 2", etc. When there
are multiple matches they'll be written as a quoted comma-separated list in the
CSV file, for example: `"Thom Yorke,Nigel Godrich,Jonny Greenwood"`.
```json
"Contributor": {
"pattern_path": ["^extras$", "^Contributor.*"]
},
```
Using as a Python Library
-------------------------
You can also import ckanapi-exporter in Python and use it from your CKAN API
client or plugin:
```python
import ckanapi_exporter.exporter as exporter
csv_string = exporter.export('http://demo.ckan.org', 'columns.json')
```
Returns a UTF8-encoded string.
The second argument can be either the filename of the columns.json file as a
string, or a list of dictionaries (equivalent to the contents of columns.json
file after loading the JSON).
Development
-----------
To install for development, create and activate a Python virtual environment
then do:
```bash
git clone https://github.com/ckan/ckanapi-exporter.git
cd ckanapi-exporter
python setup.py develop
pip install -r dev-requirements.txt
```
To run the tests do:
nosetests
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ckanapi-exporter
================
An API client (usable as a command-line script or as a Python library) for
exporting dataset metadata from CKAN sites to Excel-compatible CSV files.
Requirements
------------
Python 2.7, does not work with 2.6!
Installation
------------
To install run:
pip install ckanapi-exporter
Usage
-----
For example, to create a one-column CSV file containing the titles of all the
datasets from demo.ckan.org:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' \
--column "Title" --pattern '^title$' > output.csv
```
This searches for the field matching the regular expression `'^title$'` in each
dataset (the `--pattern` argument) and puts the values into a column called
"Title" in the CSV file (the `--column` argument). It'll create an `output.csv`
file something like this:
<table>
<tr>
<th>Title</th>
</tr>
<tr>
<td>Senior Salaries Information</td>
</tr>
<tr>
<td>Demo Data for Open Data in 1 Day - Spending Over £500</td>
</tr>
<tr>
<td>UK at Burglaries</td>
</tr>
<tr>
<td>...</td>
</tr>
</table>
To add a second column containing quoted, comma-separated lists of each of the
datasets' resource formats just add another pair of `--column` and
`--pattern` options:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' \
--column "Title" --pattern '^title$' \
--column Formats --pattern '^resources$' '^format$' > output.csv
```
This time the pattern has two arguments: `--pattern '^resources$' '^format$'`.
This means find the "resources" field of each dataset and then find the
"format" field of each resource. It'll create a CSV file something like this:
<table>
<tr>
<th>Title</th>
<th>Formats</th>
</tr>
<tr>
<td>Senior Salaries Information</td>
<td>XLSX, CSV</td>
</tr>
<tr>
<td>Demo Data for Open Data in 1 Day - Spending Over £500</td>
<td>CSV, CSV, CSV, CSV</td>
</tr>
<tr>
<td>UK Cat Burglaries</td>
<td>JPEG, CSV, CSV</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
</tr>
</table>
CSV is repeated a lot because lots of the datasets have multiple CSV resources.
You can add the `--deduplicate` option to the column to remove the duplication:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' \
--column "Title" --pattern '^title$' \
--column Formats --pattern '^resources$' '^format$' --deduplicate \
> output.csv
```
<table>
<tr>
<th>Title</th>
<th>Formats</th>
</tr>
<tr>
<td>Senior Salaries Information</td>
<td>XLSX, CSV</td>
</tr>
<tr>
<td>Demo Data for Open Data in 1 Day - Spending Over £500</td>
<td>CSV</td>
</tr>
<tr>
<td>UK at Burglaries</td>
<td>JPEG, CSV</td>
</tr>
<tr>
<td>...</td>
<td>...</td>
</tr>
</table>
You can also specify your columns in a `columns.json` file like this:
```json
{
"Data Owner": {
"pattern": "^author$",
"unique": true,
"case_sensitive": true
},
"Delivery Unit": {
"pattern": ["^extras$", "^Delivery Unit$"],
"unique": true
},
"Contributor": {
"pattern": ["^extras$", "^Contributor.*"]
},
"Description": {
"pattern": "^notes$",
"unique": true,
"case_sensitive": true,
"max_length": 255
},
"Format": {
"pattern": ["^resources$", "^format$"],
"case_sensitive": true,
"deduplicate": true
}
}
```
Then tell ckanapi-exporter to read the column options from this file instead of
giving them on the command line:
```bash
ckanapi-exporter --url 'http://demo.ckan.org' --columns columns.json > output.csv
```
For a working example `columns.json` file that you can use against demo.ckan.org,
see [test_columns.json](ckanapi_exporter/test_columns.json).
ckanapi-exporter is a thin wrapper around
[losser](https://github.com/ckan/losser), hooking it up to the CKAN API.
For more documentation of the filtering and transforming options run
`ckanapi-exporter --help` or read losser's docs.
Exporting Dataset Extras
------------------------
This column in a `columns.json` file will find a dataset extra whose name (key)
matches the regular expression `"^Delivery Unit$"` in each dataset, and will
crash if any dataset has more than one matching extra:
```json
"Delivery Unit": {
"pattern_path": ["^extras$", "^Delivery Unit$"],
"unique": true
},
```
This column will find dataset extras whose names match the regular expression
`"^Contributor.*"` case-insensitively. This will find extras named
"contributor", "Contributor", "Contributor 1", "Contributor 2", etc. When there
are multiple matches they'll be written as a quoted comma-separated list in the
CSV file, for example: `"Thom Yorke,Nigel Godrich,Jonny Greenwood"`.
```json
"Contributor": {
"pattern_path": ["^extras$", "^Contributor.*"]
},
```
Using as a Python Library
-------------------------
You can also import ckanapi-exporter in Python and use it from your CKAN API
client or plugin:
```python
import ckanapi_exporter.exporter as exporter
csv_string = exporter.export('http://demo.ckan.org', 'columns.json')
```
Returns a UTF8-encoded string.
The second argument can be either the filename of the columns.json file as a
string, or a list of dictionaries (equivalent to the contents of columns.json
file after loading the JSON).
Development
-----------
To install for development, create and activate a Python virtual environment
then do:
```bash
git clone https://github.com/ckan/ckanapi-exporter.git
cd ckanapi-exporter
python setup.py develop
pip install -r dev-requirements.txt
```
To run the tests do:
nosetests
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