new DBAPI in pydal for both web2py and web3py

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Massimo Di Pierro

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May 14, 2019, 2:18:42 AM5/14/19
to web2py-users
You may have missed this but there is a new functionality in PyDAL that allows you to create very powerful APIs. It is called DBAPI.
It is still not 100% stable but it is working and I could use some help testing it.
web3py's equivalent of appadmin will be called dbadmin (90% done) and it is based on DBAPI.
Even if primarily designed for web3py it works for web2py too and you can find some preliminary examples below.
Hope it is self-explanatory.

DBAPI EXAMPLES

Inspired by GraphQL but not quite the same

Less powerful but simpler to use

Self descriptive (@model=True) and policy based (policy set serverside)

Support complex queries like:

  • name.eq=Clark Kent
  • name.ne=Clark Kent
  • name.gt=Clark Kent
  • name.lt=Clark Kent
  • name.ge=Clark Kent
  • name.le=Clark Kent
  • name.startswith=Clark
  • name.contains=Kent
  • not.real_identity.name.contains=Wayne
  • not.superhero.tag.superpower.description.eq=Flight

Support de-normalization:

  • @lookup=real_identity
  • @lookup=real_identity[name]
  • @lookup=real_identity[name,job]
  • @lookup=identity:real_identity[name,job]
  • @lookup=identity!:real_identity[name,job]
  • @lookup=superhero.tag
  • @lookup=superhero.tag[strength]
  • @lookup=superhero.tag[strength].superpower
  • @lookup=superhero.tag[strength].superpower.description

Fast. Even the most complex query is implemented with at most 2 selects + 1 select for each denormalized link table

Example Model

db.define_table(
    'person',
    Field('name'),
    Field('job'))

db.define_table(
    'superhero',
    Field('name'),
    Field('real_identity', 'reference person'))

db.define_table(
    'superpower',
    Field('description'))

db.define_table(
    'tag',
    Field('superhero', 'reference superhero'),
    Field('superpower', 'reference superpower'),
    Field('strength', 'integer'))

Example Controller

from pydal.dbapi import DBAPI, Policy
policy = Policy()
policy.set('*', 'GET', authorize=lambda tablename, id, get_vars, post_vars:True, allowed_patterns=['*'])
policy.set('*', 'PUT', authorize=lambda tablename, id, get_vars, post_vars:False)
policy.set('*', 'POST', authorize=lambda tablename, id, get_vars, post_vars:False)
policy.set('*', 'DELETE', authorize=lambda tablename, id, get_vars, post_vars:False)

def api():
    return DBAPI(db, policy)(request.method, request.args(0), request.args(1),
                             request.get_vars, request.post_vars)

Example GET URLs

/superheroes/default/api.json/superhero 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "id": 1
        },
        {
            "real_identity": 2,
            "name": "Spiderman",
            "id": 2
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:06.764966",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero&@model=true 
{
    "status": "error",
    "timestamp": "2019-05-14T06:14:06.997662",
    "message": "Invalid table name: superhero_amp_@model=true",
    "code": 400,
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=real_identity 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": {
                "name": "Clark Kent",
                "job": "Journalist",
                "id": 1
            },
            "name": "Superman",
            "id": 1
        },
        {
            "real_identity": {
                "name": "Peter Park",
                "job": "Photographer",
                "id": 2
            },
            "name": "Spiderman",
            "id": 2
        },
        {
            "real_identity": {
                "name": "Bruce Wayne",
                "job": "CEO",
                "id": 3
            },
            "name": "Batman",
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:06.931746",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=identity:real_identity 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "id": 1,
            "identity": {
                "name": "Clark Kent",
                "job": "Journalist",
                "id": 1
            }
        },
        {
            "real_identity": 2,
            "name": "Spiderman",
            "id": 2,
            "identity": {
                "name": "Peter Park",
                "job": "Photographer",
                "id": 2
            }
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "id": 3,
            "identity": {
                "name": "Bruce Wayne",
                "job": "CEO",
                "id": 3
            }
        }
    ],
    "timestamp": "2019-05-14T06:14:07.000183",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=identity!:real_identity[name,job] 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "name": "Superman",
            "identity_job": "Journalist",
            "identity_name": "Clark Kent",
            "id": 1
        },
        {
            "name": "Spiderman",
            "identity_job": "Photographer",
            "identity_name": "Peter Park",
            "id": 2
        },
        {
            "name": "Batman",
            "identity_job": "CEO",
            "identity_name": "Bruce Wayne",
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:06.881501",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=superhero.tag 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "superhero.tag": [
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 1,
                    "superpower": 1
                },
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 2,
                    "superpower": 2
                },
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 3,
                    "superpower": 3
                },
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 4,
                    "superpower": 4
                }
            ],
            "id": 1
        },
        {
            "real_identity": 2,
            "name": "Spiderman",
            "superhero.tag": [
                {
                    "strength": 50,
                    "superhero": 2,
                    "id": 5,
                    "superpower": 2
                },
                {
                    "strength": 75,
                    "superhero": 2,
                    "id": 6,
                    "superpower": 3
                },
                {
                    "strength": 10,
                    "superhero": 2,
                    "id": 7,
                    "superpower": 4
                }
            ],
            "id": 2
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "superhero.tag": [
                {
                    "strength": 80,
                    "superhero": 3,
                    "id": 8,
                    "superpower": 2
                },
                {
                    "strength": 20,
                    "superhero": 3,
                    "id": 9,
                    "superpower": 3
                },
                {
                    "strength": 70,
                    "superhero": 3,
                    "id": 10,
                    "superpower": 4
                }
            ],
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:06.924036",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=superhero.tag.superpower 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "superhero.tag.superpower": [
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 1,
                    "superpower": {
                        "id": 1,
                        "description": "Flight"
                    }
                },
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 2,
                    "superpower": {
                        "id": 2,
                        "description": "Strength"
                    }
                },
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 3,
                    "superpower": {
                        "id": 3,
                        "description": "Speed"
                    }
                },
                {
                    "strength": 100,
                    "superhero": 1,
                    "id": 4,
                    "superpower": {
                        "id": 4,
                        "description": "Durability"
                    }
                }
            ],
            "id": 1
        },
        {
            "real_identity": 2,
            "name": "Spiderman",
            "superhero.tag.superpower": [
                {
                    "strength": 50,
                    "superhero": 2,
                    "id": 5,
                    "superpower": {
                        "id": 2,
                        "description": "Strength"
                    }
                },
                {
                    "strength": 75,
                    "superhero": 2,
                    "id": 6,
                    "superpower": {
                        "id": 3,
                        "description": "Speed"
                    }
                },
                {
                    "strength": 10,
                    "superhero": 2,
                    "id": 7,
                    "superpower": {
                        "id": 4,
                        "description": "Durability"
                    }
                }
            ],
            "id": 2
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "superhero.tag.superpower": [
                {
                    "strength": 80,
                    "superhero": 3,
                    "id": 8,
                    "superpower": {
                        "id": 2,
                        "description": "Strength"
                    }
                },
                {
                    "strength": 20,
                    "superhero": 3,
                    "id": 9,
                    "superpower": {
                        "id": 3,
                        "description": "Speed"
                    }
                },
                {
                    "strength": 70,
                    "superhero": 3,
                    "id": 10,
                    "superpower": {
                        "id": 4,
                        "description": "Durability"
                    }
                }
            ],
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:07.118823",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=powers:superhero.tag[strength].superpower[description] 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "powers": [
                {
                    "strength": 100,
                    "superpower": {
                        "description": "Flight"
                    }
                },
                {
                    "strength": 100,
                    "superpower": {
                        "description": "Strength"
                    }
                },
                {
                    "strength": 100,
                    "superpower": {
                        "description": "Speed"
                    }
                },
                {
                    "strength": 100,
                    "superpower": {
                        "description": "Durability"
                    }
                }
            ],
            "id": 1
        },
        {
            "real_identity": 2,
            "name": "Spiderman",
            "powers": [
                {
                    "strength": 50,
                    "superpower": {
                        "description": "Strength"
                    }
                },
                {
                    "strength": 75,
                    "superpower": {
                        "description": "Speed"
                    }
                },
                {
                    "strength": 10,
                    "superpower": {
                        "description": "Durability"
                    }
                }
            ],
            "id": 2
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "powers": [
                {
                    "strength": 80,
                    "superpower": {
                        "description": "Strength"
                    }
                },
                {
                    "strength": 20,
                    "superpower": {
                        "description": "Speed"
                    }
                },
                {
                    "strength": 70,
                    "superpower": {
                        "description": "Durability"
                    }
                }
            ],
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:07.260728",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=powers!:superhero.tag[strength].superpower[description] 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "powers": [
                {
                    "strength": 100,
                    "description": "Flight"
                },
                {
                    "strength": 100,
                    "description": "Strength"
                },
                {
                    "strength": 100,
                    "description": "Speed"
                },
                {
                    "strength": 100,
                    "description": "Durability"
                }
            ],
            "id": 1
        },
        {
            "real_identity": 2,
            "name": "Spiderman",
            "powers": [
                {
                    "strength": 50,
                    "description": "Strength"
                },
                {
                    "strength": 75,
                    "description": "Speed"
                },
                {
                    "strength": 10,
                    "description": "Durability"
                }
            ],
            "id": 2
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "powers": [
                {
                    "strength": 80,
                    "description": "Strength"
                },
                {
                    "strength": 20,
                    "description": "Speed"
                },
                {
                    "strength": 70,
                    "description": "Durability"
                }
            ],
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:07.252807",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?@lookup=powers!:superhero.tag[strength].superpower[description],identity!:real_identity[name] 
{
    "count": 3,
    "status": "success",
    "code": 200,
    "items": [
        {
            "name": "Superman",
            "identity_name": "Clark Kent",
            "powers": [
                {
                    "strength": 100,
                    "description": "Flight"
                },
                {
                    "strength": 100,
                    "description": "Strength"
                },
                {
                    "strength": 100,
                    "description": "Speed"
                },
                {
                    "strength": 100,
                    "description": "Durability"
                }
            ],
            "id": 1
        },
        {
            "name": "Spiderman",
            "identity_name": "Peter Park",
            "powers": [
                {
                    "strength": 50,
                    "description": "Strength"
                },
                {
                    "strength": 75,
                    "description": "Speed"
                },
                {
                    "strength": 10,
                    "description": "Durability"
                }
            ],
            "id": 2
        },
        {
            "name": "Batman",
            "identity_name": "Bruce Wayne",
            "powers": [
                {
                    "strength": 80,
                    "description": "Strength"
                },
                {
                    "strength": 20,
                    "description": "Speed"
                },
                {
                    "strength": 70,
                    "description": "Durability"
                }
            ],
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:07.189899",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?name.eq=Superman 
{
    "count": 1,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "id": 1
        }
    ],
    "timestamp": "2019-05-14T06:14:07.185643",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?real_identity.name.eq=Clark Kent 
{
    "count": 1,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "id": 1
        }
    ],
    "timestamp": "2019-05-14T06:14:07.230685",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?not.real_identity.name.eq=Clark Kent 
{
    "count": 2,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 2,
            "name": "Spiderman",
            "id": 2
        },
        {
            "real_identity": 3,
            "name": "Batman",
            "id": 3
        }
    ],
    "timestamp": "2019-05-14T06:14:07.287187",
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?superhero.tag.strength.gt=80&@lookup=powers!:superhero.tag.superpower 
{
    "status": "error",
    "timestamp": "2019-05-14T06:14:07.296769",
    "message": "'amp'",
    "code": 400,
    "api_version": "0.1"
}
/superheroes/default/api.json/superhero?superhero.tag.superpower.description=Flight 
{
    "count": 1,
    "status": "success",
    "code": 200,
    "items": [
        {
            "real_identity": 1,
            "name": "Superman",
            "id": 1
        }
    ],
    "timestamp": "2019-05-14T06:14:07.286926",
    "api_version": "0.1"
}

Massimo Di Pierro

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May 14, 2019, 2:20:24 AM5/14/19
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Anthony

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May 14, 2019, 8:34:33 AM5/14/19
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Looks great. You might want to consider an alternative name to avoid confusion with the Python DB-API specification (maybe just call the class API -- i.e., pydal.API rather than pydal.DBAPI).

Massimo Di Pierro

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May 15, 2019, 12:53:27 AM5/15/19
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We can change the name but api is too ambiguous. Any other idea?

Anthony

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May 15, 2019, 9:58:37 AM5/15/19
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On Wednesday, May 15, 2019 at 12:53:27 AM UTC-4, Massimo Di Pierro wrote:
We can change the name but api is too ambiguous. Any other idea?

Not sure. RESTAPI? HTTPAPI? 

Carlos Costa

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May 15, 2019, 10:28:03 AM5/15/19
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Aweome!

I made a similar API for my apps, but is simpler.
I like this one more as it is more complete.

Mine is called Consult (because we call query as consulta in Portuguese)
This is very useful to integrate ui components such as datatable, or anything.

Maybe dal-api should be a good name.
If you want to use Consult, it is ok if it make sense for you, lol.

黄祥

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May 15, 2019, 10:58:38 AM5/15/19
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for naming perhaps python module : acronym can give any idea:
pip3 install acronym
acronym "database abstraction layer application programming interface"

put whatever you want

best regards,
stifan

Massimo Di Pierro

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May 16, 2019, 2:33:21 AM5/16/19
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how about we simply call it "Access"?

Val K

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May 16, 2019, 3:08:50 AM5/16/19
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What about 'Bus'?

Massimo Di Pierro

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May 16, 2019, 10:53:04 AM5/16/19
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Bus is a good name, but good for something else. For example a pubsub serverside service.

Daniel Guilhermino

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May 17, 2019, 1:25:58 AM5/17/19
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My 20 cents...  Why not Aditus?


Em terça-feira, 14 de maio de 2019 03:18:42 UTC-3, Massimo Di Pierro escreveu:

Massimo Di Pierro

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May 17, 2019, 3:40:22 AM5/17/19
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I feel like I am missing something. This is the first entry from google: https://en.wikipedia.org/wiki/Aditus_to_mastoid_antrum

Daniel Guilhermino

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May 17, 2019, 5:58:47 AM5/17/19
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I feel like noob ... I suggested because Aditus in Latin is "Access".

And my google search (Brazilian) don't show anything like this on 2 firsts pages.

:(

mirimQL

mirim = small in "Tupi language"


Old Tupi or classical Tupi is an extinct Tupian language which was spoken by the native Tupi people of Brazil, mostly those who inhabited coastal regions in South and Southeast Brazil.

Val K

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May 17, 2019, 6:10:24 AM5/17/19
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Maybe 'Gate' or 'Gateway'

villas

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May 17, 2019, 6:37:18 AM5/17/19
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acquisAPI


acquis Shortened from acquis communautaire: French acquis (“that which has been acquired or obtained”) + communautaire (“of the community”).

António Ramos

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May 17, 2019, 9:03:52 AM5/17/19
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there we go again about naming something ... 

Jut call it Gluino! to glue data to the app..

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Carlos Costa

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May 17, 2019, 10:32:10 AM5/17/19
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I liked it, sounds Italian.
Sometimes when you have a restriction it inspires creativity. 
For example, if we would have a rule to give only Italian (Massimo origin is the reason here) names to Web2py stuff (web2py itself included) we could come up with more natural and interesting names.
Like Django. It sounds natural and cool. But I don't like the framework. But I believe it's one thing the helps spread the word and make it well known.
I love web2py and I am already loving web3py but surely do not love these names, neither the fact web2py is little known these days.
I really hope that web3py will be the next top fullstack web framework, and will contribute for that. But this name does not help.

To view this discussion on the web visit https://groups.google.com/d/msgid/web2py/CAEM0BxM9zSuGORmypOr2Tw6BCnYpidNZegG%3DP0J2EpMO0DCBaA%40mail.gmail.com.

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At.

Carlos J. Costa
--------------------------------------------------------------
Cientista da Computação - Esp. Gestão em Telecom

Massimo Di Pierro

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May 17, 2019, 11:42:34 AM5/17/19
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I am embarrassed I have forgotten all about latin. :-(

The italian equivalent would be "accesso" but does not sound nice to me.

I am not too concerned about naming conflicts as long as the name is simple to remember and conveys what it does.
After all it is the name of a file and a class, not a package.

I do not think Gate/ Bus, etc convey it. {something}QL would be nice but {anything simple}QL appears to be taken.
Also this is not just a QL as it supports all rest methods with policies.

Massimo


John Bannister

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May 17, 2019, 12:15:02 PM5/17/19
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How about Despresso (for database express O ).  J

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Massimiliano

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May 17, 2019, 12:56:02 PM5/17/19
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DALQL


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Massimiliano

John Bannister

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May 17, 2019, 1:02:24 PM5/17/19
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As you are da man I would suggest DaQL .. DALQL is a bit of a mouth full J

Massimo Di Pierro

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May 18, 2019, 1:30:47 AM5/18/19
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How about restapi or friendlyql?

I do not want to tie this to web3py or dal too much. there is no reason this syntax cannot be ported to other ORMs

On Friday, 17 May 2019 10:02:24 UTC-7, John Bannister wrote:

As you are da man I would suggest DaQL .. DALQL is a bit of a mouth full J

 

From: web...@googlegroups.com [mailto:web2py@googlegroups.com] On Behalf Of Massimiliano
Sent: 17 May 2019 18:56
To: web...@googlegroups.com
Subject: Re: [web2py] Re: new DBAPI in pydal for both web2py and web3py

 

DALQL

 

 

On Fri, May 17, 2019 at 5:42 PM Massimo Di Pierro <massimo....@gmail.com> wrote:

I am embarrassed I have forgotten all about latin. :-(

 

The italian equivalent would be "accesso" but does not sound nice to me.

 

I am not too concerned about naming conflicts as long as the name is simple to remember and conveys what it does.

After all it is the name of a file and a class, not a package.

 

I do not think Gate/ Bus, etc convey it. {something}QL would be nice but {anything simple}QL appears to be taken.

Also this is not just a QL as it supports all rest methods with policies.

 

Massimo

 

 

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Massimiliano

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May 18, 2019, 5:58:41 AM5/18/19
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+1 for restapi :-) 

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villas

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May 18, 2019, 8:45:22 AM5/18/19
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restQL sounds OK.  Very generic, but it does what it says on the tin.

What about stupidQL?   :)  ok just kidding!

Carlos Costa

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May 18, 2019, 8:45:57 AM5/18/19
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+1 restapi

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黄祥

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May 18, 2019, 8:51:23 AM5/18/19
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restQL sounds OK.  Very generic, but it does what it says on the tin.
What about stupidQL?   :)  ok just kidding!

like the idea, it can read as :
restQL = restkill
stupidQL = stupidkill

just my imagination by cranberries

best regards,
stifan

Marco Mansilla

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May 18, 2019, 10:16:55 AM5/18/19
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This one sounds good to me, since we already have stupid.css

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Massimo Di Pierro

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May 19, 2019, 2:46:49 AM5/19/19
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OK. RestAPI wins. I renamed it.
+1 restapi

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