unique-namer


Nameunique-namer JSON
Version 1.6.1 PyPI version JSON
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SummaryGenerate unique, human-readable, and memorable names or identifiers
upload_time2024-08-13 11:51:29
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requires_python>=3.6
licenseMIT License Copyright (c) 2024 Andrzej Zielezinski Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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            # unique-namer

![PyPI - Version](https://img.shields.io/pypi/v/unique-namer?label=version&color=blue)
![tests workflow](https://github.com/aziele/unique-namer/actions/workflows/run-tests.yml/badge.svg)

![cover](images/cover.png)

A Python package and command-line utility to generate unique and memorable names (e.g., `talented-toucan`, `naughty-watermelon`) and IDs (e.g., `broken-radio-7ab4g`). These names/IDs are ideal for naming temporary directories, user session IDs, gamer tags, project names, process names, or submitted jobs.

The generated names cover a wide range of thematic categories, including science, animals, or history, often with a humorous twist. While creating unique-namer, I was inspired by the creative names used by Docker for its containers and Nextflow for its processes.

### Features

* Over 17 million unique names
* Nearly infinite unique identifiers
* 25 categories
* Customizable names and categories

## Table of contents

1. [Categories](#1-categories)
2. [Requirements](#2-requirements)
3. [Installation](#3-installation)
4. [Using Without Installation](#4-using-without-installation)
5. [Usage](#5-usage)
      1. [Generating Names](#51-generating-names)
      2. [Customizing Names](#52-customizing-names)
      3. [Getting Category List](#53-getting-category-list)
      4. [Adding Custom Categories](#54-adding-custom-categories)
6. [Command-line Utility](#6-command-line-utility)
      1. [Getting Statistics](#61-getting-statistics)
      2. [Generating Names](#62-generating-names)
7. [Versioning](#7-versioning)
8. [Tests](#8-tests)
9. [License](#9-license)

## 1. Categories

Categories allow you to customize generated names to fit the specific topic or theme of your project. The default category, `general`, includes widely recognized nouns and excludes more specialized or uncommon terms.

<table>
    <thead>
        <tr>
            <th rowspan="2">-</th>
            <th rowspan="2">Category</th>
            <th rowspan="2">Nouns count</th>
            <th rowspan="2">Example name</th>
            <th colspan="2">Possible combinations</th>
        </tr>
        <tr>
            <th>Names</th>
            <th>IDs (suffix 4)</th>
        </tr>
    </thead>
    <tbody>
        <tr>
            <td></td>
            <td>__all__</td>
            <td>8,199</td>
            <td><code>awful-deadline</code></td>
            <td>17,250,696</td>
            <td>10<sup>13</sup></td>
        </tr>
        <tr>
            <td>:frog:</td>
            <td>animals</td>
            <td>461</td>
            <td><code>tan-octopus</code></td>
            <td>969,944</td>
            <td>10<sup>12</sup></td>
        </tr>
        <tr>
            <td>:department_store:</td>
            <td>architecture</td>
            <td>134</td>
            <td><code>blowing-facade</code></td>
            <td>281,936</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:art:</td>
            <td>art</td>
            <td>177</td>
            <td><code>nonchalant-picasso</code></td>
            <td>372,408</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:telescope:</td>
            <td>astronomy</td>
            <td>124</td>
            <td><code>ruthless-meteoroid</code></td>
            <td>260,896</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:four_leaf_clover:</td>
            <td>biology</td>
            <td>730</td>
            <td><code>shiny-centriole</code></td>
            <td>1,535,920</td>
            <td>10<sup>12</sup></td>
        </tr>
        <tr>
            <td>:test_tube:</td>
            <td>chemistry</td>
            <td>255</td>
            <td><code>junior-peroxide</code></td>
            <td>536,520</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:us:</td>
            <td>countries</td>
            <td>182</td>
            <td><code>satisfying-tanzania</code></td>
            <td>382,928</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:computer:</td>
            <td>computer_science</td>
            <td>334</td>
            <td><code>funny-malware</code></td>
            <td>702,736</td>
            <td>10<sup>12</sup></td>
        </tr>
        <tr>
            <td>:moneybag:</td>
            <td>economy</td>
            <td>175</td>
            <td><code>flowery-income</code></td>
            <td>368,200</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:hamburger:</td>
            <td>food</td>
            <td>217</td>
            <td><code>pretty-waffle</code></td>
            <td>456,568</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:earth_americas:</td>
            <td>geography</td>
            <td>185</td>
            <td><code>enjoyed-tsunami</code></td>
            <td>389,240</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:star:</td>
            <td><b>general</b></td>
            <td>5,476</td>
            <td><code>curvy-flight</code></td>
            <td>11,521,504</td>
            <td>10<sup>13</sup></td>
        </tr>
        <tr>
            <td>:european_castle:</td>
            <td>history</td>
            <td>156</td>
            <td><code>cool-epoch</code></td>
            <td>328,224</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:books:</td>
            <td>literature</td>
            <td>587</td>
            <td><code>winning-limerick</code></td>
            <td>1,235,048</td>
            <td>10<sup>12</sup></td>
        </tr>
        <tr>
            <td>:triangular_ruler:</td>
            <td>math</td>
            <td>157</td>
            <td><code>peachy-prime</code></td>
            <td>330,328</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:hospital:</td>
            <td>medicine</td>
            <td>706</td>
            <td><code>curly-diarrhea</code></td>
            <td>1,485,424</td>
            <td>10<sup>12</sup></td>
        </tr>
        <tr>
            <td>:bug:</td>
            <td>microbiology</td>
            <td>130</td>
            <td><code>crazy-bacteria</code></td>
            <td>273,520</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:microscope:</td>
            <td>molecular_biology</td>
            <td>220</td>
            <td><code>retired-oligonucleotide</code></td>
            <td>462,880</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:musical_note:</td>
            <td>music</td>
            <td>203</td>
            <td><code>solid-contrabassoon</code></td>
            <td>427,112</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:atom:</td>
            <td>physics</td>
            <td>147</td>
            <td><code>terrible-pressure</code></td>
            <td>309,288</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:sunflower:</td>
            <td>plants</td>
            <td>178</td>
            <td><code>anonymous-cactus</code></td>
            <td>374,512</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:electron:</td>
            <td>science</td>
            <td>876</td>
            <td><code>golden-hertz</code></td>
            <td>1,843,104</td>
            <td>10<sup>12</sup></td>
        </tr>
        <tr>
            <td>:technologist:</td>
            <td>scientists</td>
            <td>101</td>
            <td><code>gifted-newton</code></td>
            <td>212,504</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:basketball:</td>
            <td>sports</td>
            <td>191</td>
            <td><code>intergalactic-olympics</code></td>
            <td>401,864</td>
            <td>10<sup>11</sup></td>
        </tr>
        <tr>
            <td>:satellite:</td>
            <td>technology</td>
            <td>228</td>
            <td><code>awesome-drone</code></td>
            <td>479,712</td>
            <td>10<sup>11</sup></td>
        </tr>
    </tbody>
</table>

## 2. Requirements

* Python version 3.6 or higher
* No external dependencies are required

## 3. Installation

Install `unique-namer` from [PyPI](https://pypi.org/project/unique-namer/):

```bash
pip install unique-namer
```

Alternatively, you can install the latest version directly from GitHub:

```bash
pip install "git+https://github.com/aziele/unique-namer.git"
```

## 4. Using without installation

If you prefer to use `unique-namer` without installation, you can clone or download the repository:

```bash
git clone https://github.com/aziele/unique-namer.git
cd unique-namer/src/
```

You can import `namer` in Python:

```python
python
>>> import namer
>>> namer.__doc__
'Generate unique, human-readable, and memorable names or identifiers'
```

You can also use `unique-namer` as a command-line tool:

```bash
python -m namer
```

## 5. Usage

### 5.1. Generating names

The `generate` function returns a string with a randomly generated name consisting of an adjective and a noun.

```python
import namer

name = namer.generate()
print(name)   # Example: 'blushy-cyclist'
```

#### `category` - str or list, default is `general`

The `generate` function selects nouns from the `general` category by default. If category is provided as a list of categories, the function randomly chooses one category from the list to generate a noun. Each category is chosen with equal probability, regardless of the number of nouns it contains.

```python
import namer

name = namer.generate(category='astronomy')
print(name)   # Example: 'crazy-supernova'                 

name = namer.generate(category=['physics', 'biology'])
print(name)   # Example: 'pink-bacteria'
```

To use all available categories, set the `category` argument to `__all__`.

```python
import namer

name = namer.generate(category='__all__')
print(name)   # Example: 'lonely-momentum'

```

#### `suffix_length` - int, default is `0`

Adds a random suffix of the specified length to the generated name to create a unique identifier. The suffix consists of alphanumeric characters (`0-9a-z`).

```python
import namer

name = namer.generate(category='history', suffix_length=3)
print(name)   # Example: 'annoying-cleopatra-9a1'
```

#### `separator` - str, default is `'-'`

Specifies the separator to use between the adjective, noun, and suffix in the generated name.

```python
import namer

name = namer.generate(category='sports', separator='_')
print(name)   # Example: 'savage_judo'
```

#### `style` - str, one of `title`, `lowercase`, `uppercase`

Specifies the text case format of the generated name.

```python
import namer

name = namer.generate(suffix_length=5, style='uppercase')
print(name)   # Example: 'DAMAGED-ELECTRON-J20ZX'

name = namer.generate(separator=' ', style='title')
print(name)   # Example: 'Lazy Unicorn'
```

### 5.2. Customizing names

To tailor the generated names to your specific project needs, such as adding a date or project name, use the `_generate` function. This function returns a Python list of name components and a separator. You can modify the list and then format it into a string.

Here's an example:

```python
import namer

# Generate name components
name_components, separator = _generate(category='food', suffix_length=3)
print(name_components)   # Example: ['macho', 'pizza', '7dx']

# Create custom generate function
def my_generate(*args, **kwargs):
    name_components, separator = namer_generate(*args, **kwargs)
    name_components.insert(0, '2024')
    return separator.join(name_components)

name = my_generate(category='food', suffix_length=3)
print(name)         # Example: 2024-macho-pizza-7dx
```

### 5.3. Getting category list

You can retrieve the list of available categories using the `list_categories` function.

```python
import namer

print(namer.list_categories())
# ['animals', 'architecture', ..., 'sports', 'technology']
```

### 5.4. Adding custom categories

To generate names or IDs tailored to your project, you can add custom categories. Extend the `namer.data.categories` dictionary with lists of words representing your custom category.

```python
import namer

# Create two subcategories.
my_dogs = ['charlie', 'bella', 'biga']
my_cats = ['tommy', 'lucy']

# Add a custom category named 'my_pets' containing both dogs and cats
namer.data.categories['my_pets'] = [my_dogs, my_cats]

# Generate a name from the 'my_pets' category
name = namer.generate(category='pets')
print(name)   # Example: 'thankful-tommy'
```


## 6. Command-line utility

The tool is available as a command-line utility.

```bash
namer -h
```

or 

```bash
python -m namer -h
```

### 6.1. Getting statistics

The `stats` command prints a table with name/ID statitics for each category.

```bash
namer stats
```

Output:

```
Category           Nouns  Example                 Name_combs  ID_combs (4-char suffix)
__all__             8199  gabby-moscovium         17,250,696  3e+13
animals              461  ready-deer                 969,944  2e+12
architecture         134  foolish-courtyard          281,936  5e+11
art                  177  lonely-focal               372,408  6e+11
astronomy            124  brawny-neutrino            260,896  4e+11
biology              730  bewildered-genetics      1,535,920  3e+12
chemistry            255  gray-manganese             536,520  9e+11
countries            182  accessible-ghana           382,928  6e+11
computer_science     334  numerous-ip                702,736  1e+12
economy              175  exultant-globaltrade       368,200  6e+11
food                 217  weird-pudding              456,568  8e+11
geography            185  insulated-oasis            389,240  7e+11
general             5476  inexpensive-poem        11,521,504  2e+13
history              156  trashy-lincoln             328,224  6e+11
literature           587  testy-motif              1,235,048  2e+12
math                 157  figurative-thales          330,328  6e+11
medicine             706  labored-tarsus           1,485,424  2e+12
microbiology         130  correct-microbiota         273,520  5e+11
molecular_biology    220  undisturbed-chromosome     462,880  8e+11
music                203  flaky-raga                 427,112  7e+11
physics              147  muffled-aperture           309,288  5e+11
plants               178  uncommon-echinacea         374,512  6e+11
science              876  worldwide-ionosphere     1,843,104  3e+12
scientists           101  staking-maxwell            212,504  4e+11
sports               191  retail-race                401,864  7e+11
technology           228  demonic-digitalization     479,712  8e+11
```

## 6.2. Generating names

The `generate` command creates a list of names or IDs based on specified parameters.

### Example 1: Generating 5 names

```bash
namer generate 5
```

Output:

```
telling-adrenaline
infinite-gonad
close-span
bloody-blow
puffy-biology
```

### Example 2: Generating 10 IDs with custom parameters

To generate 10 IDs from the `physics` and `biology` categories, with a random suffix of `3` characters, using `_` as a separator, and converting name style to title, use

```bash
namer generate 10 --category physics --category biology --suffix_length 3 -- \
separator _ --style title
```

Output:

```
Visiting_Haploid_Eep
Eventual_Refraction_Cnr
Snugly_Monod_Sim
Cruel_Codon_46p
Relieved_Decibel_Cn5
Underground_Bug_7wf
Super_Acre_30r
Guttural_Farad_E1w
Lead_Stalk_Fi4
Formidable_Field_621
```

## 7. Versioning

The package follows Semantic Versioning with the format `MAJOR.MINOR.PATCH`:

* **MAJOR version**: significant changes (e.g., new features, major code reorganizations).
* **MINOR version**: category-related updates (e.g., adding/moving categories).
* **PATCH version**: bug fixes or vocabulary expansions without changing the list of categories.

## 8. Tests

To ensure that unique-namer works as expected, you can run tests using pytest.

```
pytest tests
```

## 9. License

[MIT License](https://choosealicense.com/licenses/mit/)

            

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    "description": "# unique-namer\n\n![PyPI - Version](https://img.shields.io/pypi/v/unique-namer?label=version&color=blue)\n![tests workflow](https://github.com/aziele/unique-namer/actions/workflows/run-tests.yml/badge.svg)\n\n![cover](images/cover.png)\n\nA Python package and command-line utility to generate unique and memorable names (e.g., `talented-toucan`, `naughty-watermelon`) and IDs (e.g., `broken-radio-7ab4g`). These names/IDs are ideal for naming temporary directories, user session IDs, gamer tags, project names, process names, or submitted jobs.\n\nThe generated names cover a wide range of thematic categories, including science, animals, or history, often with a humorous twist. While creating unique-namer, I was inspired by the creative names used by Docker for its containers and Nextflow for its processes.\n\n### Features\n\n* Over 17 million unique names\n* Nearly infinite unique identifiers\n* 25 categories\n* Customizable names and categories\n\n## Table of contents\n\n1. [Categories](#1-categories)\n2. [Requirements](#2-requirements)\n3. [Installation](#3-installation)\n4. [Using Without Installation](#4-using-without-installation)\n5. [Usage](#5-usage)\n      1. [Generating Names](#51-generating-names)\n      2. [Customizing Names](#52-customizing-names)\n      3. [Getting Category List](#53-getting-category-list)\n      4. [Adding Custom Categories](#54-adding-custom-categories)\n6. [Command-line Utility](#6-command-line-utility)\n      1. [Getting Statistics](#61-getting-statistics)\n      2. [Generating Names](#62-generating-names)\n7. [Versioning](#7-versioning)\n8. [Tests](#8-tests)\n9. [License](#9-license)\n\n## 1. Categories\n\nCategories allow you to customize generated names to fit the specific topic or theme of your project. The default category, `general`, includes widely recognized nouns and excludes more specialized or uncommon terms.\n\n<table>\n    <thead>\n        <tr>\n            <th rowspan=\"2\">-</th>\n            <th rowspan=\"2\">Category</th>\n            <th rowspan=\"2\">Nouns count</th>\n            <th rowspan=\"2\">Example name</th>\n            <th colspan=\"2\">Possible combinations</th>\n        </tr>\n        <tr>\n            <th>Names</th>\n            <th>IDs (suffix 4)</th>\n        </tr>\n    </thead>\n    <tbody>\n        <tr>\n            <td></td>\n            <td>__all__</td>\n            <td>8,199</td>\n            <td><code>awful-deadline</code></td>\n            <td>17,250,696</td>\n            <td>10<sup>13</sup></td>\n        </tr>\n        <tr>\n            <td>:frog:</td>\n            <td>animals</td>\n            <td>461</td>\n            <td><code>tan-octopus</code></td>\n            <td>969,944</td>\n            <td>10<sup>12</sup></td>\n        </tr>\n        <tr>\n            <td>:department_store:</td>\n            <td>architecture</td>\n            <td>134</td>\n            <td><code>blowing-facade</code></td>\n            <td>281,936</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:art:</td>\n            <td>art</td>\n            <td>177</td>\n            <td><code>nonchalant-picasso</code></td>\n            <td>372,408</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:telescope:</td>\n            <td>astronomy</td>\n            <td>124</td>\n            <td><code>ruthless-meteoroid</code></td>\n            <td>260,896</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:four_leaf_clover:</td>\n            <td>biology</td>\n            <td>730</td>\n            <td><code>shiny-centriole</code></td>\n            <td>1,535,920</td>\n            <td>10<sup>12</sup></td>\n        </tr>\n        <tr>\n            <td>:test_tube:</td>\n            <td>chemistry</td>\n            <td>255</td>\n            <td><code>junior-peroxide</code></td>\n            <td>536,520</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:us:</td>\n            <td>countries</td>\n            <td>182</td>\n            <td><code>satisfying-tanzania</code></td>\n            <td>382,928</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:computer:</td>\n            <td>computer_science</td>\n            <td>334</td>\n            <td><code>funny-malware</code></td>\n            <td>702,736</td>\n            <td>10<sup>12</sup></td>\n        </tr>\n        <tr>\n            <td>:moneybag:</td>\n            <td>economy</td>\n            <td>175</td>\n            <td><code>flowery-income</code></td>\n            <td>368,200</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:hamburger:</td>\n            <td>food</td>\n            <td>217</td>\n            <td><code>pretty-waffle</code></td>\n            <td>456,568</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:earth_americas:</td>\n            <td>geography</td>\n            <td>185</td>\n            <td><code>enjoyed-tsunami</code></td>\n            <td>389,240</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:star:</td>\n            <td><b>general</b></td>\n            <td>5,476</td>\n            <td><code>curvy-flight</code></td>\n            <td>11,521,504</td>\n            <td>10<sup>13</sup></td>\n        </tr>\n        <tr>\n            <td>:european_castle:</td>\n            <td>history</td>\n            <td>156</td>\n            <td><code>cool-epoch</code></td>\n            <td>328,224</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:books:</td>\n            <td>literature</td>\n            <td>587</td>\n            <td><code>winning-limerick</code></td>\n            <td>1,235,048</td>\n            <td>10<sup>12</sup></td>\n        </tr>\n        <tr>\n            <td>:triangular_ruler:</td>\n            <td>math</td>\n            <td>157</td>\n            <td><code>peachy-prime</code></td>\n            <td>330,328</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:hospital:</td>\n            <td>medicine</td>\n            <td>706</td>\n            <td><code>curly-diarrhea</code></td>\n            <td>1,485,424</td>\n            <td>10<sup>12</sup></td>\n        </tr>\n        <tr>\n            <td>:bug:</td>\n            <td>microbiology</td>\n            <td>130</td>\n            <td><code>crazy-bacteria</code></td>\n            <td>273,520</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:microscope:</td>\n            <td>molecular_biology</td>\n            <td>220</td>\n            <td><code>retired-oligonucleotide</code></td>\n            <td>462,880</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:musical_note:</td>\n            <td>music</td>\n            <td>203</td>\n            <td><code>solid-contrabassoon</code></td>\n            <td>427,112</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:atom:</td>\n            <td>physics</td>\n            <td>147</td>\n            <td><code>terrible-pressure</code></td>\n            <td>309,288</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:sunflower:</td>\n            <td>plants</td>\n            <td>178</td>\n            <td><code>anonymous-cactus</code></td>\n            <td>374,512</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:electron:</td>\n            <td>science</td>\n            <td>876</td>\n            <td><code>golden-hertz</code></td>\n            <td>1,843,104</td>\n            <td>10<sup>12</sup></td>\n        </tr>\n        <tr>\n            <td>:technologist:</td>\n            <td>scientists</td>\n            <td>101</td>\n            <td><code>gifted-newton</code></td>\n            <td>212,504</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:basketball:</td>\n            <td>sports</td>\n            <td>191</td>\n            <td><code>intergalactic-olympics</code></td>\n            <td>401,864</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n        <tr>\n            <td>:satellite:</td>\n            <td>technology</td>\n            <td>228</td>\n            <td><code>awesome-drone</code></td>\n            <td>479,712</td>\n            <td>10<sup>11</sup></td>\n        </tr>\n    </tbody>\n</table>\n\n## 2. Requirements\n\n* Python version 3.6 or higher\n* No external dependencies are required\n\n## 3. Installation\n\nInstall `unique-namer` from [PyPI](https://pypi.org/project/unique-namer/):\n\n```bash\npip install unique-namer\n```\n\nAlternatively, you can install the latest version directly from GitHub:\n\n```bash\npip install \"git+https://github.com/aziele/unique-namer.git\"\n```\n\n## 4. Using without installation\n\nIf you prefer to use `unique-namer` without installation, you can clone or download the repository:\n\n```bash\ngit clone https://github.com/aziele/unique-namer.git\ncd unique-namer/src/\n```\n\nYou can import `namer` in Python:\n\n```python\npython\n>>> import namer\n>>> namer.__doc__\n'Generate unique, human-readable, and memorable names or identifiers'\n```\n\nYou can also use `unique-namer` as a command-line tool:\n\n```bash\npython -m namer\n```\n\n## 5. Usage\n\n### 5.1. Generating names\n\nThe `generate` function returns a string with a randomly generated name consisting of an adjective and a noun.\n\n```python\nimport namer\n\nname = namer.generate()\nprint(name)   # Example: 'blushy-cyclist'\n```\n\n#### `category` - str or list, default is `general`\n\nThe `generate` function selects nouns from the `general` category by default. If category is provided as a list of categories, the function randomly chooses one category from the list to generate a noun. Each category is chosen with equal probability, regardless of the number of nouns it contains.\n\n```python\nimport namer\n\nname = namer.generate(category='astronomy')\nprint(name)   # Example: 'crazy-supernova'                 \n\nname = namer.generate(category=['physics', 'biology'])\nprint(name)   # Example: 'pink-bacteria'\n```\n\nTo use all available categories, set the `category` argument to `__all__`.\n\n```python\nimport namer\n\nname = namer.generate(category='__all__')\nprint(name)   # Example: 'lonely-momentum'\n\n```\n\n#### `suffix_length` - int, default is `0`\n\nAdds a random suffix of the specified length to the generated name to create a unique identifier. The suffix consists of alphanumeric characters (`0-9a-z`).\n\n```python\nimport namer\n\nname = namer.generate(category='history', suffix_length=3)\nprint(name)   # Example: 'annoying-cleopatra-9a1'\n```\n\n#### `separator` - str, default is `'-'`\n\nSpecifies the separator to use between the adjective, noun, and suffix in the generated name.\n\n```python\nimport namer\n\nname = namer.generate(category='sports', separator='_')\nprint(name)   # Example: 'savage_judo'\n```\n\n#### `style` - str, one of `title`, `lowercase`, `uppercase`\n\nSpecifies the text case format of the generated name.\n\n```python\nimport namer\n\nname = namer.generate(suffix_length=5, style='uppercase')\nprint(name)   # Example: 'DAMAGED-ELECTRON-J20ZX'\n\nname = namer.generate(separator=' ', style='title')\nprint(name)   # Example: 'Lazy Unicorn'\n```\n\n### 5.2. Customizing names\n\nTo tailor the generated names to your specific project needs, such as adding a date or project name, use the `_generate` function. This function returns a Python list of name components and a separator. You can modify the list and then format it into a string.\n\nHere's an example:\n\n```python\nimport namer\n\n# Generate name components\nname_components, separator = _generate(category='food', suffix_length=3)\nprint(name_components)   # Example: ['macho', 'pizza', '7dx']\n\n# Create custom generate function\ndef my_generate(*args, **kwargs):\n    name_components, separator = namer_generate(*args, **kwargs)\n    name_components.insert(0, '2024')\n    return separator.join(name_components)\n\nname = my_generate(category='food', suffix_length=3)\nprint(name)         # Example: 2024-macho-pizza-7dx\n```\n\n### 5.3. Getting category list\n\nYou can retrieve the list of available categories using the `list_categories` function.\n\n```python\nimport namer\n\nprint(namer.list_categories())\n# ['animals', 'architecture', ..., 'sports', 'technology']\n```\n\n### 5.4. Adding custom categories\n\nTo generate names or IDs tailored to your project, you can add custom categories. Extend the `namer.data.categories` dictionary with lists of words representing your custom category.\n\n```python\nimport namer\n\n# Create two subcategories.\nmy_dogs = ['charlie', 'bella', 'biga']\nmy_cats = ['tommy', 'lucy']\n\n# Add a custom category named 'my_pets' containing both dogs and cats\nnamer.data.categories['my_pets'] = [my_dogs, my_cats]\n\n# Generate a name from the 'my_pets' category\nname = namer.generate(category='pets')\nprint(name)   # Example: 'thankful-tommy'\n```\n\n\n## 6. Command-line utility\n\nThe tool is available as a command-line utility.\n\n```bash\nnamer -h\n```\n\nor \n\n```bash\npython -m namer -h\n```\n\n### 6.1. Getting statistics\n\nThe `stats` command prints a table with name/ID statitics for each category.\n\n```bash\nnamer stats\n```\n\nOutput:\n\n```\nCategory           Nouns  Example                 Name_combs  ID_combs (4-char suffix)\n__all__             8199  gabby-moscovium         17,250,696  3e+13\nanimals              461  ready-deer                 969,944  2e+12\narchitecture         134  foolish-courtyard          281,936  5e+11\nart                  177  lonely-focal               372,408  6e+11\nastronomy            124  brawny-neutrino            260,896  4e+11\nbiology              730  bewildered-genetics      1,535,920  3e+12\nchemistry            255  gray-manganese             536,520  9e+11\ncountries            182  accessible-ghana           382,928  6e+11\ncomputer_science     334  numerous-ip                702,736  1e+12\neconomy              175  exultant-globaltrade       368,200  6e+11\nfood                 217  weird-pudding              456,568  8e+11\ngeography            185  insulated-oasis            389,240  7e+11\ngeneral             5476  inexpensive-poem        11,521,504  2e+13\nhistory              156  trashy-lincoln             328,224  6e+11\nliterature           587  testy-motif              1,235,048  2e+12\nmath                 157  figurative-thales          330,328  6e+11\nmedicine             706  labored-tarsus           1,485,424  2e+12\nmicrobiology         130  correct-microbiota         273,520  5e+11\nmolecular_biology    220  undisturbed-chromosome     462,880  8e+11\nmusic                203  flaky-raga                 427,112  7e+11\nphysics              147  muffled-aperture           309,288  5e+11\nplants               178  uncommon-echinacea         374,512  6e+11\nscience              876  worldwide-ionosphere     1,843,104  3e+12\nscientists           101  staking-maxwell            212,504  4e+11\nsports               191  retail-race                401,864  7e+11\ntechnology           228  demonic-digitalization     479,712  8e+11\n```\n\n## 6.2. Generating names\n\nThe `generate` command creates a list of names or IDs based on specified parameters.\n\n### Example 1: Generating 5 names\n\n```bash\nnamer generate 5\n```\n\nOutput:\n\n```\ntelling-adrenaline\ninfinite-gonad\nclose-span\nbloody-blow\npuffy-biology\n```\n\n### Example 2: Generating 10 IDs with custom parameters\n\nTo generate 10 IDs from the `physics` and `biology` categories, with a random suffix of `3` characters, using `_` as a separator, and converting name style to title, use\n\n```bash\nnamer generate 10 --category physics --category biology --suffix_length 3 -- \\\nseparator _ --style title\n```\n\nOutput:\n\n```\nVisiting_Haploid_Eep\nEventual_Refraction_Cnr\nSnugly_Monod_Sim\nCruel_Codon_46p\nRelieved_Decibel_Cn5\nUnderground_Bug_7wf\nSuper_Acre_30r\nGuttural_Farad_E1w\nLead_Stalk_Fi4\nFormidable_Field_621\n```\n\n## 7. Versioning\n\nThe package follows Semantic Versioning with the format `MAJOR.MINOR.PATCH`:\n\n* **MAJOR version**: significant changes (e.g., new features, major code reorganizations).\n* **MINOR version**: category-related updates (e.g., adding/moving categories).\n* **PATCH version**: bug fixes or vocabulary expansions without changing the list of categories.\n\n## 8. Tests\n\nTo ensure that unique-namer works as expected, you can run tests using pytest.\n\n```\npytest tests\n```\n\n## 9. License\n\n[MIT License](https://choosealicense.com/licenses/mit/)\n",
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    "license": "MIT License  Copyright (c) 2024 Andrzej Zielezinski  Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the \"Software\"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:  The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.  THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ",
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