Adds an OrderFields transformation factory, update examples.

This commit is contained in:
Romain Dorgueil
2017-12-02 14:18:24 +01:00
parent 9e0834b061
commit 47c676a068
12 changed files with 131 additions and 985 deletions

View File

@ -161,6 +161,7 @@ register_api_group(
LdjsonReader, LdjsonReader,
LdjsonWriter, LdjsonWriter,
Limit, Limit,
OrderFields,
PickleReader, PickleReader,
PickleWriter, PickleWriter,
PrettyPrinter, PrettyPrinter,

View File

@ -1,84 +1,29 @@
import bonobo import bonobo
from bonobo import examples from bonobo import examples
from bonobo.contrib.opendatasoft import OpenDataSoftAPI as ODSReader from bonobo.examples.datasets.coffeeshops import get_graph as get_coffeeshops_graph
from bonobo.nodes.basics import UnpackItems, Rename, Format from bonobo.examples.datasets.fablabs import get_graph as get_fablabs_graph
from bonobo.examples.datasets.services import get_services
graph_factories = {
def get_coffeeshops_graph(graph=None, *, _limit=(), _print=()):
graph = graph or bonobo.Graph()
producer = graph.add_chain(
ODSReader(
dataset='liste-des-cafes-a-un-euro',
netloc='opendata.paris.fr'
),
*_limit,
UnpackItems(0),
Rename(
name='nom_du_cafe',
address='adresse',
zipcode='arrondissement'
),
Format(city='Paris', country='France'),
*_print,
)
# Comma separated values.
graph.add_chain(
bonobo.CsvWriter(
'coffeeshops.csv',
fields=['name', 'address', 'zipcode', 'city'],
delimiter=','
),
_input=producer.output,
)
# Name to address JSON
# graph.add_chain(
# bonobo.JsonWriter(path='coffeeshops.dict.json'),
# _input=producer.output,
# )
# Standard JSON
graph.add_chain(
bonobo.JsonWriter(path='coffeeshops.json'),
_input=producer.output,
)
# Line-delimited JSON
graph.add_chain(
bonobo.LdjsonWriter(path='coffeeshops.ldjson'),
_input=producer.output,
)
return graph
all = 'all'
graphs = {
'coffeeshops': get_coffeeshops_graph, 'coffeeshops': get_coffeeshops_graph,
'fablabs': get_fablabs_graph,
} }
def get_services():
return {'fs': bonobo.open_fs(bonobo.get_examples_path('datasets'))}
if __name__ == '__main__': if __name__ == '__main__':
parser = examples.get_argument_parser() parser = examples.get_argument_parser()
parser.add_argument( parser.add_argument(
'--target', '-t', choices=graphs.keys(), nargs='+' '--target', '-t', choices=graph_factories.keys(), nargs='+'
) )
with bonobo.parse_args(parser) as options: with bonobo.parse_args(parser) as options:
graph_options = examples.get_graph_options(options) graph_options = examples.get_graph_options(options)
graph_names = list( graph_names = list(
options['target'] options['target']
if options['target'] else sorted(graphs.keys()) if options['target'] else sorted(graph_factories.keys())
) )
graph = bonobo.Graph() graph = bonobo.Graph()
for name in graph_names: for name in graph_names:
graph = graphs[name](graph, **graph_options) graph = graph_factories[name](graph, **graph_options)
bonobo.run(graph, services=get_services()) bonobo.run(graph, services=get_services())

View File

@ -1,183 +0,0 @@
prix_terasse,geoloc,address,name,date,zipcode,geometry,recordid,prix_salle,prix_comptoir,city,country
-,"[48.839512, 2.303007]",344Vrue Vaugirard,Coffee Chope,2014-02-01,75015,"{'coordinates': [2.303007, 48.839512], 'type': 'Point'}",3c276428d45ad68ccdf6875e4ddcfe95d0c0d4cf,-,1,Paris,France
-,"[48.876737, 2.357601]","5, rue d'Alsace",Extérieur Quai,2014-02-01,75010,"{'coordinates': [2.357601, 48.876737], 'type': 'Point'}",97ad81cd1127a8566085ad796eeb44a06bec7514,-,1,Paris,France
-,"[48.850852, 2.362029]",6 Bd henri IV,Le Sully,2014-02-01,75004,"{'coordinates': [2.362029, 48.850852], 'type': 'Point'}",aa4294c1b8d660a23db0dc81321e509bae1dae68,-,1,Paris,France
1,"[48.893517, 2.340271]",53 rue du ruisseau,O q de poule,2013-08-22,75018,"{'coordinates': [2.340271, 48.893517], 'type': 'Point'}",a81362dbed35247555fb105bd83ff2906904a66e,-,1,Paris,France
-,"[48.864655, 2.350089]",1 Passage du Grand Cerf,Le Pas Sage,2013-08-22,75002,"{'coordinates': [2.350089, 48.864655], 'type': 'Point'}",7ced86acbd5ccfba229bcc07d70d0d117aee16a5,-,1,Paris,France
-,"[48.895825, 2.339712]",112 Rue Championnet,La Renaissance,2013-08-22,75018,"{'coordinates': [2.339712, 48.895825], 'type': 'Point'}",5582c8572bd7637bf305b74c1c0bdb74a8e4247f,-,1,Paris,France
-,"[48.868581, 2.373015]",Rue de la Fontaine au Roi,La Caravane,2012-05-11,75011,"{'coordinates': [2.373015, 48.868581], 'type': 'Point'}",50bb0fa06e562a242f115ddbdae2ed9c7df93d57,-,0,Paris,France
-,"[48.875155, 2.335536]",51 Rue Victoire,Le chantereine,2012-10-22,75009,"{'coordinates': [2.335536, 48.875155], 'type': 'Point'}",eb8a62feeedaf7ed8b8c912305270ee857068689,1,1,Paris,France
-,"[48.886536, 2.346525]",11 rue Feutrier,Le Müller,2012-10-22,75018,"{'coordinates': [2.346525, 48.886536], 'type': 'Point'}",62c552f167f671f88569c1f2d6a44098fb514c51,1,1,Paris,France
-,"[48.841494, 2.307117]",21 rue Copreaux,Le drapeau de la fidelité,2012-10-22,75015,"{'coordinates': [2.307117, 48.841494], 'type': 'Point'}",5120ea0b9d7387766072b90655166486928e25c8,1,1,Paris,France
-,"[48.839743, 2.296898]",125 rue Blomet,Le café des amis,2012-10-22,75015,"{'coordinates': [2.296898, 48.839743], 'type': 'Point'}",865f62415adc5c34e3ca38a1748b7a324dfba209,1,1,Paris,France
-,"[48.857728, 2.349641]",10 rue Saint Martin,Le Café Livres,2012-10-09,75004,"{'coordinates': [2.349641, 48.857728], 'type': 'Point'}",7ef54a78802d49cafd2701458df2b0d0530d123b,-,1,Paris,France
-,"[48.856003, 2.30457]",46 avenue Bosquet,Le Bosquet,2012-10-09,75007,"{'coordinates': [2.30457, 48.856003], 'type': 'Point'}",d701a759e08a71f4bbb01f29473274b0152135d0,-,1,Paris,France
-,"[48.889426, 2.332954]",12 rue Armand Carrel,Le Chaumontois,2012-03-07,75018,"{'coordinates': [2.332954, 48.889426], 'type': 'Point'}",e12ff00a644c91ad910ddc63a770c190be93a393,-,1,Paris,France
-,"[48.838521, 2.370478]",34 avenue Pierre Mendès-France,Le Kleemend's,2012-03-07,75013,"{'coordinates': [2.370478, 48.838521], 'type': 'Point'}",0f6cd1ee7751b00c9574efcfdcf66fa0e857d251,-,1,Paris,France
-,"[48.849861, 2.385342]",202 rue du faubourg st antoine,Café Pierre,2012-03-07,75012,"{'coordinates': [2.385342, 48.849861], 'type': 'Point'}",f9de9d0fb5e92f047a6f1986a31f9dd4d38bcb36,-,1,Paris,France
-,"[48.872202, 2.304624]",61 rue de Ponthieu,Les Arcades,2012-03-07,75008,"{'coordinates': [2.304624, 48.872202], 'type': 'Point'}",67eaf58afc856077c0680601e453e75c0922c9c0,-,1,Paris,France
-,"[48.859031, 2.320315]",31 rue Saint-Dominique,Le Square,2012-03-07,75007,"{'coordinates': [2.320315, 48.859031], 'type': 'Point'}",678558317bc9ad46652e5b1643e70c2142a76e7e,-,1,Paris,France
-,"[48.850092, 2.37463]","75, avenue Ledru-Rollin",Assaporare Dix sur Dix,2012-06-27,75012,"{'coordinates': [2.37463, 48.850092], 'type': 'Point'}",667474321887d08a3cc636adf043ad354b65fa61,-,1,Paris,France
-,"[48.86805, 2.353313]",129 boulevard sebastopol,Au cerceau d'or,2012-06-27,75002,"{'coordinates': [2.353313, 48.86805], 'type': 'Point'}",c9ef52ba2fabe0286700329f18bbbbea9a10b474,-,1,Paris,France
-,"[48.845927, 2.373051]",21 ter boulevard Diderot,Aux cadrans,2012-06-27,75012,"{'coordinates': [2.373051, 48.845927], 'type': 'Point'}",ed5f98686856bf4ddd2b381b43ad229246741a90,-,1,Paris,France
-,"[48.851662, 2.273883]",17 rue Jean de la Fontaine,Café antoine,2012-06-27,75016,"{'coordinates': [2.273883, 48.851662], 'type': 'Point'}",ab6d1e054e2e6ae7d6150013173f55e83c05ca23,-,1,Paris,France
-,"[48.877642, 2.312823]",rue de Lisbonne,Café de la Mairie (du VIII),2012-06-27,75008,"{'coordinates': [2.312823, 48.877642], 'type': 'Point'}",7de8a79b026ac63f453556612505b5bcd9229036,-,1,Paris,France
-,"[48.838633, 2.349916]",5 rue Claude Bernard,Café Lea,2012-06-27,75005,"{'coordinates': [2.349916, 48.838633], 'type': 'Point'}",fecd8900cf83027f74ceced9fc4ad80ac73b63a7,-,1,Paris,France
-,"[48.849293, 2.354486]",11 boulevard Saint-Germain,Cardinal Saint-Germain,2012-06-27,75005,"{'coordinates': [2.354486, 48.849293], 'type': 'Point'}",e4a078c30c98082896787f4e4b41a07554392529,-,1,Paris,France
-,"[48.869771, 2.342501]",52 rue Notre-Dame des Victoires,Dédé la frite,2012-06-27,75002,"{'coordinates': [2.342501, 48.869771], 'type': 'Point'}",ccb2ba2f98043e8eefd5fda829dee1ea7f1d2c7a,-,1,Paris,France
-,"[48.834051, 2.287345]",36 rue du hameau,La Bauloise,2012-06-27,75015,"{'coordinates': [2.287345, 48.834051], 'type': 'Point'}",c9fe10abd15ede7ccaeb55c309898d30d7b19d0e,-,1,Paris,France
-,"[48.888165, 2.377387]",71 quai de Seine,Le Bellerive,2012-06-27,75019,"{'coordinates': [2.377387, 48.888165], 'type': 'Point'}",4e0b5c2d33d7c25fc54c51171f3d37e509959fc0,-,1,Paris,France
-,"[48.864543, 2.340997]",42 rue coquillère,Le bistrot de Maëlle et Augustin,2012-06-27,75001,"{'coordinates': [2.340997, 48.864543], 'type': 'Point'}",52acab12469af291984e9a70962e08c72b058e10,-,1,Paris,France
-,"[48.872103, 2.346161]",14 rue Rougemont,Le Dellac,2012-06-27,75009,"{'coordinates': [2.346161, 48.872103], 'type': 'Point'}",4d1d627ecea2ffa279bb862f8ba495d95ca75350,-,1,Paris,France
-,"[48.859645, 2.355598]",1 rue Pecquay,Le Felteu,2012-06-27,75004,"{'coordinates': [2.355598, 48.859645], 'type': 'Point'}",2c1fa55460af282266d86fd003af4f929fdf4e7d,-,1,Paris,France
-,"[48.85763, 2.346101]",2 bis quai de la mégisserie,Le Reynou,2012-06-27,75001,"{'coordinates': [2.346101, 48.85763], 'type': 'Point'}",d4ddd30ab3e721a317fc7ea89d5b9001255ce9f4,-,1,Paris,France
-,"[48.884646, 2.337734]",23 rue des abbesses,Le Saint Jean,2012-06-27,75018,"{'coordinates': [2.337734, 48.884646], 'type': 'Point'}",51b47cf167b7f32eeebb108330956694d75d4268,-,1,Paris,France
-,"[48.841007, 2.31466]",65 boulevard Pasteur,les montparnos,2012-06-27,75015,"{'coordinates': [2.31466, 48.841007], 'type': 'Point'}",2aaca891ffd0694c657a43889516ab72afdfba07,-,1,Paris,France
-,"[48.850323, 2.33039]",16 rue DE MEZIERES,L'antre d'eux,2014-02-01,75006,"{'coordinates': [2.33039, 48.850323], 'type': 'Point'}",4ff4337934c66f61e00d1d9551f7cdddba03e544,-,1,Paris,France
-,"[48.864957, 2.346938]",58 rue de Montorgueil,Drole d'endroit pour une rencontre,2014-02-01,75002,"{'coordinates': [2.346938, 48.864957], 'type': 'Point'}",3451657f880abe75d0c7e386fc698405556c53e8,-,1,Paris,France
-,"[48.889565, 2.339735]",104 rue caulaincourt,Le pari's café,2014-02-01,75018,"{'coordinates': [2.339735, 48.889565], 'type': 'Point'}",e8c34a537b673fcb26c76e02deca4f5a728929dc,-,1,Paris,France
-,"[48.859115, 2.368871]",60 rue saint-sabin,Le Poulailler,2014-02-01,75011,"{'coordinates': [2.368871, 48.859115], 'type': 'Point'}",325ea74ba83f716dde87c08cffd36f7df7722a49,-,1,Paris,France
-,"[48.833595, 2.38604]",33 Cour Saint Emilion,Chai 33,2014-02-01,75012,"{'coordinates': [2.38604, 48.833595], 'type': 'Point'}",528de8d5d8780bee83145637e315483d48f5ae3c,-,1,Paris,France
-,"[48.868741, 2.379969]",99 rue Jean-Pierre Timbaud,L'Assassin,2014-02-01,75011,"{'coordinates': [2.379969, 48.868741], 'type': 'Point'}",fac0483890ff8bdaeb3feddbdb032c5112f24678,-,1,Paris,France
-,"[48.851463, 2.398691]",1 rue d'Avron,l'Usine,2014-02-01,75020,"{'coordinates': [2.398691, 48.851463], 'type': 'Point'}",fee1e3eb103bbc98e19e45d34365da0f27166541,-,1,Paris,France
-,"[48.896305, 2.332898]",52 rue Liebniz,La Bricole,2014-02-01,75018,"{'coordinates': [2.332898, 48.896305], 'type': 'Point'}",4744e866c244c59eec43b3fe159542d2ef433065,-,1,Paris,France
-,"[48.850311, 2.34885]",place maubert,le ronsard,2014-02-01,75005,"{'coordinates': [2.34885, 48.850311], 'type': 'Point'}",49a390322b45246bc2c1e50fcd46815ad271bca0,-,1,Paris,France
-,"[48.863038, 2.3604]",82 rue des archives,Face Bar,2014-02-01,75003,"{'coordinates': [2.3604, 48.863038], 'type': 'Point'}",d96e16ebf2460bb2f6c34198918a071233725cbc,-,1,Paris,France
-,"[48.872746, 2.366392]",49 rue bichat,American Kitchen,2013-08-22,75010,"{'coordinates': [2.366392, 48.872746], 'type': 'Point'}",6b9395475cbbbbbacbaaeb070f71d31c2d183dc4,-,1,Paris,France
-,"[48.870598, 2.365413]",55 bis quai de valmy,La Marine,2013-08-22,75010,"{'coordinates': [2.365413, 48.870598], 'type': 'Point'}",d4d2f92d27f38de59e57744f434781e61283551c,-,1,Paris,France
-,"[48.889101, 2.318001]",21 avenue Brochant,Le Bloc,2013-08-22,75017,"{'coordinates': [2.318001, 48.889101], 'type': 'Point'}",e425882ee969d1e8bffe7234336ae40da88c8439,-,1,Paris,France
-,"[48.874697, 2.405421]",229 avenue Gambetta,La Recoleta au Manoir,2013-08-22,75020,"{'coordinates': [2.405421, 48.874697], 'type': 'Point'}",02de82cffb2918beafb740f4e924029d470b07a1,-,1,Paris,France
-,"[48.847344, 2.286078]",80 Rue Saint-Charles,Le Pareloup,2013-08-22,75015,"{'coordinates': [2.286078, 48.847344], 'type': 'Point'}",0227ca95f76bb6097ae0a0e6f455af2624d49ae3,-,0,Paris,France
1,"[48.840771, 2.324589]",3 rue de la Gaité,La Brasserie Gaité,2013-08-22,75014,"{'coordinates': [2.324589, 48.840771], 'type': 'Point'}",e7c4cba08749c892a73db2715d06623d9e0c2f67,-,,Paris,France
-,"[48.875232, 2.336036]",46 rue Victoire,Café Zen,2012-05-11,75009,"{'coordinates': [2.336036, 48.875232], 'type': 'Point'}",5e9a6172f8b64cd098a5f2cf9b1d42567fe0a894,-,1,Paris,France
-,"[48.872677, 2.315276]",27 rue de Penthièvre,O'Breizh,2012-10-22,75008,"{'coordinates': [2.315276, 48.872677], 'type': 'Point'}",ead3108add27ef41bb92517aca834f7d7f632816,1,1,Paris,France
-,"[48.868838, 2.33605]",23 rue saint augustin,Le Petit Choiseul,2012-10-22,75002,"{'coordinates': [2.33605, 48.868838], 'type': 'Point'}",de601277ca00567b62fa4f5277e4a17679faa753,1,1,Paris,France
-,"[48.841526, 2.351012]",7 rue Epée de Bois,Invitez vous chez nous,2012-10-22,75005,"{'coordinates': [2.351012, 48.841526], 'type': 'Point'}",1d2373bdec8a07306298e3ee54894ac295ee1d55,1,1,Paris,France
-,"[48.86525, 2.350507]",142 Rue Saint-Denis 75002 Paris,La Cordonnerie,2012-10-22,75002,"{'coordinates': [2.350507, 48.86525], 'type': 'Point'}",5c9bf60617a99ad75445b454f98e75e1a104021d,1,1,Paris,France
-,"[48.892244, 2.346973]","3, rue Baudelique",Le Supercoin,2012-10-22,75018,"{'coordinates': [2.346973, 48.892244], 'type': 'Point'}",68a4ee10f1fc4d2a659501e811d148420fa80e95,1,1,Paris,France
-,"[48.890043, 2.362241]",86 bis rue Riquet,Populettes,2012-10-22,75018,"{'coordinates': [2.362241, 48.890043], 'type': 'Point'}",8cc55d58d72621a7e91cf6b456731d2cb2863afc,1,1,Paris,France
1,"[48.893017, 2.337776]",49 rue des Cloys,Au bon coin,2012-10-18,75018,"{'coordinates': [2.337776, 48.893017], 'type': 'Point'}",0408f272c08c52e3cae035ffdeb8928698787ea9,1,1,Paris,France
-,"[48.836919, 2.347003]",69 rue Broca,Le Couvent,2012-10-18,75013,"{'coordinates': [2.347003, 48.836919], 'type': 'Point'}",729b2f228d3fd2db6f78bb624d451f59555e4a04,1,1,Paris,France
-,"[48.840624, 2.349766]",111 rue mouffetard,La Brûlerie des Ternes,2012-10-18,75005,"{'coordinates': [2.349766, 48.840624], 'type': 'Point'}",233dd2a17620cd5eae70fef11cc627748e3313d5,1,1,Paris,France
-,"[48.832825, 2.336116]",59 Boulevard Saint-Jacques,L'Écir,2012-10-09,75014,"{'coordinates': [2.336116, 48.832825], 'type': 'Point'}",4a44324a5a806801fd3e05af89cad7c0f1e69d1e,-,1,Paris,France
-,"[48.850696, 2.378417]","126, rue du Faubourg Saint Antoine",Le Chat bossu,2012-10-09,75012,"{'coordinates': [2.378417, 48.850696], 'type': 'Point'}",d1d02463f7c90d38cccffd898e15f51e65910baf,-,1,Paris,France
-,"[48.834157, 2.33381]",58 boulvevard Saint Jacques,Denfert café,2012-10-09,75014,"{'coordinates': [2.33381, 48.834157], 'type': 'Point'}",f78f406e5ccb95cb902ce618ed54eba1d4776a3c,-,1,Paris,France
-,"[48.867948, 2.343582]",95 rue Montmartre,Le Café frappé,2012-10-09,75002,"{'coordinates': [2.343582, 48.867948], 'type': 'Point'}",4dd2a924a7b2c5f061cecaba2f272548a8c83c6c,-,1,Paris,France
-,"[48.859772, 2.360558]",78 rue vieille du temple,La Perle,2012-10-09,75003,"{'coordinates': [2.360558, 48.859772], 'type': 'Point'}",476c54e643613ec36a9b1c533f32122fd873f3c3,-,1,Paris,France
-,"[48.845047, 2.349583]",1 rue Thouin,Le Descartes,2012-10-09,75005,"{'coordinates': [2.349583, 48.845047], 'type': 'Point'}",e9cb0b0d6b6b512e9ecab889267ba342a4f0ea93,-,1,Paris,France
-,"[48.830151, 2.334213]",55 rue de la tombe Issoire,Le petit club,2012-03-07,75014,"{'coordinates': [2.334213, 48.830151], 'type': 'Point'}",c6ca1166fa7fd7050f5d1c626a1e17050116c91e,-,1,Paris,France
-,"[48.865707, 2.374382]",90 avenue Parmentier,Le Plein soleil,2012-03-07,75011,"{'coordinates': [2.374382, 48.865707], 'type': 'Point'}",95cf5fb735bd19826db70a3af4fe72fce647d4e5,-,1,Paris,France
-,"[48.875322, 2.312329]","146, boulevard Haussmann",Le Relais Haussmann,2012-03-07,75008,"{'coordinates': [2.312329, 48.875322], 'type': 'Point'}",6c5f68f47c916638342b77bd5edfc30bd7051303,-,1,Paris,France
-,"[48.859559, 2.30643]",88 rue Saint-Dominique,Le Malar,2012-03-07,75007,"{'coordinates': [2.30643, 48.859559], 'type': 'Point'}",c633cb01686aa5f3171bf59976dc9b7f23cbca54,-,1,Paris,France
-,"[48.864628, 2.408038]",47 rue Belgrand,Au panini de la place,2012-03-07,75020,"{'coordinates': [2.408038, 48.864628], 'type': 'Point'}",66dedd35fcbbbb24f328882d49098de7aa5f26ba,-,1,Paris,France
-,"[48.88435, 2.297978]",182 rue de Courcelles,Le Village,2012-03-07,75017,"{'coordinates': [2.297978, 48.88435], 'type': 'Point'}",1e07eaf8a93875906d0b18eb6a897c651943589a,-,1,Paris,France
-,"[48.853381, 2.376706]",41 rue de Charonne,Pause Café,2012-03-07,75011,"{'coordinates': [2.376706, 48.853381], 'type': 'Point'}",60d98c3236a70824df50e9aca83e7d7f13a310c5,-,1,Paris,France
-,"[48.853253, 2.383415]",14 rue Jean Macé,Le Pure café,2012-03-07,75011,"{'coordinates': [2.383415, 48.853253], 'type': 'Point'}",66707fb2e707d2145fc2eb078a1b980a45921616,-,1,Paris,France
-,"[48.848873, 2.392859]",307 fg saint Antoine,Extra old café,2012-03-07,75011,"{'coordinates': [2.392859, 48.848873], 'type': 'Point'}",039ec7dcb219cfc434547b06938ba497afeb83b4,-,1,Paris,France
-,"[48.873227, 2.360787]",44 rue Vinaigriers,Chez Fafa,2012-03-07,75010,"{'coordinates': [2.360787, 48.873227], 'type': 'Point'}",1572d199f186bf86d7753fe71ac23477a7a8bd2c,-,1,Paris,France
-,"[48.850836, 2.384069]",3 rue Faidherbe,En attendant l'or,2012-06-27,75011,"{'coordinates': [2.384069, 48.850836], 'type': 'Point'}",de5789bb4a4ffbd244cded8dc555639dbe7d2279,-,1,Paris,France
-,"[48.866993, 2.336006]",30 rue des Petits-Champs,Brûlerie San José,2012-06-27,75002,"{'coordinates': [2.336006, 48.866993], 'type': 'Point'}",b736e5fa17396ee56a642212ccd0ab29c7f2bef1,-,1,Paris,France
-,"[48.856434, 2.342683]",2 place Martin Nadaud,Café Martin,2012-06-27,75001,"{'coordinates': [2.342683, 48.856434], 'type': 'Point'}",25fbf857029c54d57909c158e3039349b77344ed,-,1,Paris,France
-,"[48.863675, 2.348701]","14 rue Turbigo, Paris",Etienne,2012-06-27,75001,"{'coordinates': [2.348701, 48.863675], 'type': 'Point'}",0190edd7b0766c6d3e43093deb41abe9446c1b22,-,1,Paris,France
-,"[48.854584, 2.385193]",184 bd Voltaire,L'ingénu,2012-06-27,75011,"{'coordinates': [2.385193, 48.854584], 'type': 'Point'}",7fcef7475ec632d5c61c9c36c1d52a402ad2e9e8,-,1,Paris,France
-,"[48.890605, 2.361349]",8 rue L'Olive,L'Olive,2012-06-27,75018,"{'coordinates': [2.361349, 48.890605], 'type': 'Point'}",35286273f281c8c5082b3d3bd17f6bbf207426f9,-,1,Paris,France
-,"[48.871396, 2.338321]",18 rue Favart,Le Biz,2012-06-27,75002,"{'coordinates': [2.338321, 48.871396], 'type': 'Point'}",cf2f6b9e283aaeeca2214cc1fe57b45e45668e25,-,1,Paris,France
-,"[48.868109, 2.331785]",1 rue Louis le Grand,Le Cap Bourbon,2012-06-27,75002,"{'coordinates': [2.331785, 48.868109], 'type': 'Point'}",339030e95e0846b41a8e2b91045456c4e4a50043,-,1,Paris,France
-,"[48.84167, 2.303053]",9 Place du General Beuret,Le General Beuret,2012-06-27,75015,"{'coordinates': [2.303053, 48.84167], 'type': 'Point'}",12b37036d28d28b32ebe81756ad15eb68372947f,-,1,Paris,France
-,"[48.846814, 2.289311]",95 avenue Emile Zola,Le Germinal,2012-06-27,75015,"{'coordinates': [2.289311, 48.846814], 'type': 'Point'}",4e03831a64e886a28a7232e54f2812c1ced23c5a,-,1,Paris,France
-,"[48.862655, 2.337607]",202 rue Saint-Honoré,Le Ragueneau,2012-06-27,75001,"{'coordinates': [2.337607, 48.862655], 'type': 'Point'}",e303131b2600d4c2287749a36bf7193d2fa60bd7,-,1,Paris,France
-,"[48.889982, 2.338933]",72 rue lamarck,Le refuge,2012-06-27,75018,"{'coordinates': [2.338933, 48.889982], 'type': 'Point'}",f64310461736a769c6854fdefb99b9f2e7b230a9,-,1,Paris,France
-,"[48.870294, 2.352821]",13 rue du Faubourg Saint Denis,Le sully,2012-06-27,75010,"{'coordinates': [2.352821, 48.870294], 'type': 'Point'}",166be8588ff16e50838fa6a164d1e580497b795d,-,1,Paris,France
-,"[48.842128, 2.280374]",60 rue des bergers,Le bal du pirate,2014-02-01,75015,"{'coordinates': [2.280374, 48.842128], 'type': 'Point'}",93ff6e35406a074a6ba2667d2b286abf91132f6a,-,1,Paris,France
-,"[48.838769, 2.39609]",95 rue claude decaen,zic zinc,2014-02-01,75012,"{'coordinates': [2.39609, 48.838769], 'type': 'Point'}",8fdc739d64ff1f01973235301e3ec86791016759,-,1,Paris,France
-,"[48.870247, 2.376306]",35 rue de l'orillon,l'orillon bar,2014-02-01,75011,"{'coordinates': [2.376306, 48.870247], 'type': 'Point'}",6e6e9695ef04c3fdbd4cfa19f0cfb0c0f93f4933,-,1,Paris,France
-,"[48.869848, 2.394247]",116 Rue de Ménilmontant,Le Zazabar,2013-08-22,75020,"{'coordinates': [2.394247, 48.869848], 'type': 'Point'}",22edfe92a72ce1bb0eea972508b5caa7af2db2df,-,1,Paris,France
-,"[48.845458, 2.354796]",22 rue Linné,L'Inévitable,2013-08-22,75005,"{'coordinates': [2.354796, 48.845458], 'type': 'Point'}",6893cb08e99319091de9ba80305f22e0ce4cc08d,-,1,Paris,France
-,"[48.83336, 2.365782]",77 rue Dunois,Le Dunois,2013-08-22,75013,"{'coordinates': [2.365782, 48.83336], 'type': 'Point'}",c3be1246dbc4ca5734d5bbd569436ba655105248,-,1,Paris,France
-,"[48.862655, 2.337607]",202 rue Saint Honoré,Ragueneau,2012-05-11,75001,"{'coordinates': [2.337607, 48.862655], 'type': 'Point'}",e946d9e8f8c5a130f98eca945efadfd9eec40dcb,-,1,Paris,France
,"[48.826608, 2.374571]",48 rue du Dessous des Berges,Le Caminito,2012-10-22,75013,"{'coordinates': [2.374571, 48.826608], 'type': 'Point'}",5d9ad8bcfbbc20adaec2aa7dcdb71326868c7686,1,1,Paris,France
-,"[48.870598, 2.365413]",55bis quai de Valmy,Epicerie Musicale,2012-10-22,75010,"{'coordinates': [2.365413, 48.870598], 'type': 'Point'}",8ffea133d93c608d337bc0129f4f9f3d5cad8dae,1,1,Paris,France
-,,Le petit Bretonneau - à l'intérieur de l'Hôpital,Le petit Bretonneau,2012-10-22,75018,{},dd1ffdbd55c2dc651201302b8015258f7d35fd35,1,1,Paris,France
-,"[48.862575, 2.367427]",104 rue amelot,Le Centenaire,2012-10-22,75011,"{'coordinates': [2.367427, 48.862575], 'type': 'Point'}",e47d25752c2c8bcab5efb0e3a41920ec7a8a766a,1,1,Paris,France
-,"[48.842833, 2.348314]",13 Rue du Pot de Fer,La Montagne Sans Geneviève,2012-10-22,75005,"{'coordinates': [2.348314, 48.842833], 'type': 'Point'}",314d170601f81e3a3f26d8801f0fbee39981c788,1,,Paris,France
-,"[48.851325, 2.40171]",46 rue de Buzenval,Les Pères Populaires,2012-10-18,75020,"{'coordinates': [2.40171, 48.851325], 'type': 'Point'}",e75e8a3fe6212a0e576beec82f0128dd394e56fa,1,1,Paris,France
-,"[48.857658, 2.305613]",188 rue de Grenelle,Cafe de grenelle,2012-10-09,75007,"{'coordinates': [2.305613, 48.857658], 'type': 'Point'}",72e274046d671e68bc7754808feacfc95b91b6ed,-,1,Paris,France
-,"[48.875207, 2.332944]",73 rue de la Victoire,Le relais de la victoire,2012-10-09,75009,"{'coordinates': [2.332944, 48.875207], 'type': 'Point'}",01c21abdf35484f9ad184782979ecd078de84523,-,1,Paris,France
-,,"Route de la Muette à Neuilly
Club hippique du Jardin dAcclimatation",La chaumière gourmande,2012-03-07,75016,{},438ec18d35793d12eb6a137373c3fe4f3aa38a69,1,,Paris,France
-,"[48.891882, 2.33365]","216, rue Marcadet",Le Brio,2012-03-07,75018,"{'coordinates': [2.33365, 48.891882], 'type': 'Point'}",49e3584ce3d6a6a236b4a0db688865bdd3483fec,-,1,Paris,France
-,"[48.884753, 2.324648]",22 rue des Dames,Caves populaires,2012-03-07,75017,"{'coordinates': [2.324648, 48.884753], 'type': 'Point'}",af81e5eca2b84ea706ac2d379edf65b0fb2f879a,-,1,Paris,France
-,"[48.827428, 2.325652]",12 avenue Jean Moulin,Caprice café,2012-03-07,75014,"{'coordinates': [2.325652, 48.827428], 'type': 'Point'}",88e07bdb723b49cd27c90403b5930bca1c93b458,-,1,Paris,France
-,"[48.832964, 2.369266]",7 rue Clisson,Tamm Bara,2012-03-07,75013,"{'coordinates': [2.369266, 48.832964], 'type': 'Point'}",baf59c98acafbe48ed9e91b64377da216a20cbcc,-,1,Paris,France
-,"[48.876577, 2.348414]",1 rue de Montholon,L'anjou,2012-03-07,75009,"{'coordinates': [2.348414, 48.876577], 'type': 'Point'}",e6f5949dca40548aad296208c61c498f639f648c,-,1,Paris,France
-,"[48.862599, 2.315086]",2 rue Robert Esnault Pelterie,Café dans l'aerogare Air France Invalides,2012-03-07,75007,"{'coordinates': [2.315086, 48.862599], 'type': 'Point'}",6d175eb48c577fafdfc99df0ab55da468cf17164,-,1,Paris,France
-,"[48.844854, 2.345413]","10 rue d""Ulm",Waikiki,2012-03-07,75005,"{'coordinates': [2.345413, 48.844854], 'type': 'Point'}",fb1e2bc2ae55d3d47da682c71093a12fa64fbd45,-,1,Paris,France
-,"[48.871576, 2.364499]",36 rue Beaurepaire,Chez Prune,2012-03-07,75010,"{'coordinates': [2.364499, 48.871576], 'type': 'Point'}",19399ede5b619761877822185bbb4c98b565974c,-,1,Paris,France
-,"[48.833863, 2.329046]",21 rue Boulard,Au Vin Des Rues,2012-06-27,75014,"{'coordinates': [2.329046, 48.833863], 'type': 'Point'}",87263873b6f8346b5777844be0122a307f29fcab,-,1,Paris,France
-,"[48.838137, 2.301166]",14 rue d'alleray,bistrot les timbrés,2012-06-27,75015,"{'coordinates': [2.301166, 48.838137], 'type': 'Point'}",74b6d7113e5b14eb8e890663f061208bf4ff6728,-,1,Paris,France
-,"[48.871799, 2.315985]",9 rue de Miromesnil,Café beauveau,2012-06-27,75008,"{'coordinates': [2.315985, 48.871799], 'type': 'Point'}",2759f5cdda4bcb88ca3ae2f7299b37b8e62596c8,-,1,Paris,France
-,"[48.866259, 2.338739]",9 rue des petits champs,Café Pistache,2012-06-27,75001,"{'coordinates': [2.338739, 48.866259], 'type': 'Point'}",6d2675cdc912118d0376229be8e436feca9c8af7,-,1,Paris,France
-,"[48.874605, 2.387738]",13 Rue Jean-Baptiste Dumay,La Cagnotte,2012-06-27,75020,"{'coordinates': [2.387738, 48.874605], 'type': 'Point'}",f7085c754c0c97e418d7e5213753f74bd396fc27,-,1,Paris,France
-,"[48.842462, 2.310919]",172 rue de vaugirard,le 1 cinq,2012-06-27,75015,"{'coordinates': [2.310919, 48.842462], 'type': 'Point'}",17e917723fc99d6e5bd77eb9633ac2e789a9a6d9,-,1,Paris,France
-,"[48.84591, 2.375543]",28 bis boulevard Diderot,Le Killy Jen,2012-06-27,75012,"{'coordinates': [2.375543, 48.84591], 'type': 'Point'}",93132bd8b3ae67dfcc8cf8c1166e312ac4acb9b9,-,1,Paris,France
-,"[48.842868, 2.303173]",106 rue Lecourbe,Les Artisans,2012-06-27,75015,"{'coordinates': [2.303173, 48.842868], 'type': 'Point'}",c37ef573b4cb2d1e61795d6a9ef11de433dc9a99,-,1,Paris,France
-,"[48.865684, 2.334416]",83 avenue de Wagram,Peperoni,2012-06-27,75001,"{'coordinates': [2.334416, 48.865684], 'type': 'Point'}",9461f859ca009ced25555fa6af1e6867dda9223e,-,1,Paris,France
-,"[48.833146, 2.288834]",380 rue de vaugirard,le lutece,2014-02-01,75015,"{'coordinates': [2.288834, 48.833146], 'type': 'Point'}",ddd13990c1408700085366bd4ba313acd69a44ea,-,1,Paris,France
-,"[48.886431, 2.327429]",16 rue Ganneron,Brasiloja,2014-02-01,75018,"{'coordinates': [2.327429, 48.886431], 'type': 'Point'}",d679bb1642534278f4c0203d67be0bafd5306d81,-,1,Paris,France
-,"[48.855711, 2.359491]",16 rue de Rivoli,Rivolux,2014-02-01,75004,"{'coordinates': [2.359491, 48.855711], 'type': 'Point'}",bdd2b008cc765c7fe195c037b830cd2628420a2f,-,1,Paris,France
-,"[48.845898, 2.372766]",21 Bis Boulevard Diderot,L'européen,2013-08-22,75012,"{'coordinates': [2.372766, 48.845898], 'type': 'Point'}",693c0da7d4db24781ed161c01a661c36074a94fa,-,1,Paris,France
-,"[48.867465, 2.357791]",39 rue Notre Dame de Nazareth,NoMa,2013-08-22,75003,"{'coordinates': [2.357791, 48.867465], 'type': 'Point'}",60d8b670810cc95eb0439dd0c238f8205ea8ef76,-,1,Paris,France
-,"[48.871595, 2.385858]",1 Rue des Envierges,O'Paris,2013-08-22,75020,"{'coordinates': [2.385858, 48.871595], 'type': 'Point'}",297c040284a05efe35c69bb621505e6acfdcdda4,-,1,Paris,France
-,"[48.872402, 2.366532]",16 avenue Richerand,Café Clochette,2013-08-22,75010,"{'coordinates': [2.366532, 48.872402], 'type': 'Point'}",a561a941f538e8a1d321bf8d98576d06be037962,-,1,Paris,France
-,"[48.856584, 2.368574]",40 Boulevard Beaumarchais,La cantoche de Paname,2013-08-22,75011,"{'coordinates': [2.368574, 48.856584], 'type': 'Point'}",5ba2aaec9f1de9d01e65be95215cab13c693cdf3,-,0,Paris,France
-,"[48.856496, 2.394874]",148 Boulevard de Charonne,Le Saint René,2013-08-22,75020,"{'coordinates': [2.394874, 48.856496], 'type': 'Point'}",4d60b350d04d4b1bf4bfd4dd6cc59687dc792c74,-,1,Paris,France
-,"[48.850055, 2.383908]",196 rue du faubourg saint-antoine,La Liberté,2012-10-22,75012,"{'coordinates': [2.383908, 48.850055], 'type': 'Point'}",ee94e76326f8dcbe3500afec69f1a21eb1215ad0,1,1,Paris,France
-,"[48.866737, 2.33716]",16 rue des Petits Champs,Chez Rutabaga,2012-10-22,75002,"{'coordinates': [2.33716, 48.866737], 'type': 'Point'}",a420ea4608440b8dc8e0267fe8cc513daa950551,1,1,Paris,France
-,"[48.885367, 2.325325]",2 rue Lemercier,Le BB (Bouchon des Batignolles),2012-10-22,75017,"{'coordinates': [2.325325, 48.885367], 'type': 'Point'}",20986cbfe11018bd0aba8150a49db1c435f7642d,1,1,Paris,France
-,"[48.873175, 2.339193]",10 rue Rossini,La Brocante,2012-10-22,75009,"{'coordinates': [2.339193, 48.873175], 'type': 'Point'}",2e10601c35669394d43936a771b18408be0338ba,1,1,Paris,France
-,"[48.840771, 2.324589]",3 rue Gaîté,Le Plomb du cantal,2012-10-22,75014,"{'coordinates': [2.324589, 48.840771], 'type': 'Point'}",6fb510614e00b065bf16a5af8e2c0eaf561a5654,1,1,Paris,France
-,"[48.884753, 2.324648]",22 rue des Dames,Les caves populaires,2012-10-22,75017,"{'coordinates': [2.324648, 48.884753], 'type': 'Point'}",d650c509a0aa8ed7b9c9b88861263f31463bbd0e,1,1,Paris,France
-,"[48.869519, 2.39339]",108 rue de Ménilmontant,Chez Luna,2012-10-09,75020,"{'coordinates': [2.39339, 48.869519], 'type': 'Point'}",736f4d996f1f8b7c3a0ce2abfeebfcce2a4bab13,-,1,Paris,France
-,"[48.877903, 2.385365]",1 rue du Plateau,Le bar Fleuri,2012-03-07,75019,"{'coordinates': [2.385365, 48.877903], 'type': 'Point'}",be55720646093788ec161c6cadc5ad8059f4b90b,-,1,Paris,France
-,"[48.882939, 2.31809]",101 rue des dames,Trois pièces cuisine,2012-03-07,75017,"{'coordinates': [2.31809, 48.882939], 'type': 'Point'}",7bbbfb755020a2c25cce0067601994ce5ee4193f,-,1,Paris,France
-,"[48.849497, 2.298855]",61 avenue de la Motte Picquet,Le Zinc,2012-03-07,75015,"{'coordinates': [2.298855, 48.849497], 'type': 'Point'}",e7c35a94454518de6de5bbecbc015fc37f7aea14,-,1,Paris,France
-,"[48.880669, 2.349964]",136 rue du Faubourg poissonnière,La cantine de Zoé,2012-03-07,75010,"{'coordinates': [2.349964, 48.880669], 'type': 'Point'}",0edc473b3432a869b8ed66b6c4c989766b699947,-,1,Paris,France
-,"[48.844057, 2.328402]",6/8 rue Stanislas,Les Vendangeurs,2012-03-07,75006,"{'coordinates': [2.328402, 48.844057], 'type': 'Point'}",e9766ea36f6293bf670ed938bff02b975d012973,-,1,Paris,France
-,"[48.852053, 2.338779]",3 carrefour de l'Odéon,L'avant comptoir,2012-03-07,75006,"{'coordinates': [2.338779, 48.852053], 'type': 'Point'}",fe843d2f43dcaac9129f5b36dc367558dfd3b3e4,-,1,Paris,France
1,"[48.886504, 2.34498]",1 rue Paul albert,Botak cafe,2012-03-07,75018,"{'coordinates': [2.34498, 48.886504], 'type': 'Point'}",9e19c375e612f5fb803ec6a27881858619207812,1,1,Paris,France
-,"[48.872722, 2.354594]",67 rue du Château d'eau,le chateau d'eau,2012-03-07,75010,"{'coordinates': [2.354594, 48.872722], 'type': 'Point'}",05bb6a26ec5bfbba25da2d19a5f0e83d69800f38,-,1,Paris,France
-,"[48.85192, 2.373229]",58 rue du Fbg Saint-Antoine,Bistrot Saint-Antoine,2012-06-27,75012,"{'coordinates': [2.373229, 48.85192], 'type': 'Point'}",daa3908ddf69d378fec5b4548494727e1121adc4,-,1,Paris,France
-,"[48.854685, 2.368487]",11/13 boulevard Beaumarchais,Chez Oscar,2012-06-27,75004,"{'coordinates': [2.368487, 48.854685], 'type': 'Point'}",c73be0483480c59e6ab6bc3a906c8d9dd474887f,-,1,Paris,France
-,"[48.87226, 2.304441]",63 rue de Ponthieu,Le Fronton,2012-06-27,75008,"{'coordinates': [2.304441, 48.87226], 'type': 'Point'}",85a8200d3e3aed7724d3207ed8b1ee5ec50c1f90,-,1,Paris,France
-,"[48.851, 2.300378]",48 avenue de la Motte Picquet,Le Piquet,2012-06-27,75015,"{'coordinates': [2.300378, 48.851], 'type': 'Point'}",460e2adc95fd172f753b1b6ed296c2711639d49d,-,1,Paris,France
-,"[48.841089, 2.349565]",104 rue Mouffetard,Le Tournebride,2012-06-27,75005,"{'coordinates': [2.349565, 48.841089], 'type': 'Point'}",8a7a23ed68366f70ab939c877cbdce46f19d75c7,-,1,Paris,France
-,"[48.828704, 2.322074]",52 rue des plantes,maison du vin,2012-06-27,75014,"{'coordinates': [2.322074, 48.828704], 'type': 'Point'}",482507a8f0fe4960f94372b6fa12b16e7d4f2a93,-,1,Paris,France
-,"[48.842146, 2.375986]",157 rue Bercy 75012 Paris,L'entrepôt,2014-02-01,75012,"{'coordinates': [2.375986, 48.842146], 'type': 'Point'}",d8746118429eb118f38ecbee904636d9b33fa8ba,-,1,Paris,France
-,"[48.867092, 2.363288]",Place de la République,Le café Monde et Médias,2013-08-22,75003,"{'coordinates': [2.363288, 48.867092], 'type': 'Point'}",af04c90f25e25daf7f5cbbab1bc740bac26541d4,-,1,Paris,France
-,"[48.849821, 2.355337]",11 Quai de la Tournelle,Café rallye tournelles,2013-08-22,75005,"{'coordinates': [2.355337, 48.849821], 'type': 'Point'}",91d88e321a75b6a8c4dea816c399fda77c41f9d1,-,1,Paris,France
-,"[48.872498, 2.355136]",61 rue du château d'eau,Brasserie le Morvan,2013-08-22,75010,"{'coordinates': [2.355136, 48.872498], 'type': 'Point'}",6ec62058995948fc18d331f01a2d03acc0d9e0fa,-,1,Paris,France
1,"[48.874879, 2.386064]",6 rue Mélingue,Chez Miamophile,2013-08-22,75019,"{'coordinates': [2.386064, 48.874879], 'type': 'Point'}",13924872737e4fc640a43da58937c3777c2ac753,1,1,Paris,France
-,"[48.864269, 2.36858]",18 rue de Crussol,Panem,2012-05-11,75011,"{'coordinates': [2.36858, 48.864269], 'type': 'Point'}",67bdf3a6989f80749a1ba33a17b1370de0a0e1cd,-,0,Paris,France
-,"[48.885662, 2.319591]",47 rue de Batignolles,Petits Freres des Pauvres,2012-05-11,75017,"{'coordinates': [2.319591, 48.885662], 'type': 'Point'}",e27fd00149514bbfad7dd7e8f9b0c677df2d3f25,-,0,Paris,France
-,"[48.837212, 2.296046]",198 rue de la Convention,Café Dupont,2012-05-11,75015,"{'coordinates': [2.296046, 48.837212], 'type': 'Point'}",4d40e6d864dae81c152a05cb98e30933bde96aa1,-,0,Paris,France
-,"[48.871002, 2.30879]",28 rue de Ponthieu,L'Angle,2012-10-22,75008,"{'coordinates': [2.30879, 48.871002], 'type': 'Point'}",c40bd2d1f98b415e539c27cf68518d060ebab51e,1,1,Paris,France
-,"[48.888023, 2.353467]",19-23 rue Léon,Institut des Cultures d'Islam,2012-10-22,75018,"{'coordinates': [2.353467, 48.888023], 'type': 'Point'}",68d6d37b846e39bd8554e1f8f75974b486b0f27b,1,1,Paris,France
-,"[48.886044, 2.360781]",19 rue Pajol,Canopy Café associatif,2012-10-22,75018,"{'coordinates': [2.360781, 48.886044], 'type': 'Point'}",ff73bafb514bb68eb925c81aee43c3a58ac3c70d,1,1,Paris,France
-,"[48.870287, 2.332491]",place de l'opera,L'Entracte,2012-10-09,75002,"{'coordinates': [2.332491, 48.870287], 'type': 'Point'}",0039cd8bceb5e281677a158f832a660789088071,-,1,Paris,France
-,"[48.858709, 2.362701]",15 rue du Parc Royal,Le Sévigné,2012-10-09,75003,"{'coordinates': [2.362701, 48.858709], 'type': 'Point'}",adcc8b4f78f05ba7b24b0593e1516dfb7b415f91,-,1,Paris,France
-,"[48.839687, 2.347254]",35 rue Claude Bernard,Le Café d'avant,2012-10-09,75005,"{'coordinates': [2.347254, 48.839687], 'type': 'Point'}",b904fc48763938eee2169ba25aad2ffcc0dd6a9f,-,1,Paris,France
-,"[48.844244, 2.330407]",53 rue Notre-Dame des Champs,Le Lucernaire,2012-10-09,75006,"{'coordinates': [2.330407, 48.844244], 'type': 'Point'}",cc72af04314fd40e16ff611c799d378515043508,-,1,Paris,France
-,"[48.877599, 2.332111]",12 rue Blanche,Le Brigadier,2012-10-09,75009,"{'coordinates': [2.332111, 48.877599], 'type': 'Point'}",978d4bc68c9ebf81029d3e77274d2107777b8a75,-,1,Paris,France
-,"[48.826494, 2.359987]",26 rue du Docteur Magnan,L'âge d'or,2012-03-07,75013,"{'coordinates': [2.359987, 48.826494], 'type': 'Point'}",40bffbdc0c9ed1cbce820fed875d7c21d8964640,-,1,Paris,France
-,"[48.883717, 2.326861]",Place de Clichy,Bagels & Coffee Corner,2012-03-07,75017,"{'coordinates': [2.326861, 48.883717], 'type': 'Point'}",262facde9b8c4568c9ba7fbce8f069ff8c76948d,-,1,Paris,France
-,"[48.835843, 2.278501]",10 boulevard Victor,Café Victor,2012-03-07,75015,"{'coordinates': [2.278501, 48.835843], 'type': 'Point'}",e5817ec44ac5a7ea2e4a34b6a2e13d535156642b,-,1,Paris,France
-,"[48.845337, 2.379024]","54, avenue Daumesnil",L'empreinte,2012-03-07,75012,"{'coordinates': [2.379024, 48.845337], 'type': 'Point'}",b96ddd35cbbf5d93aaff79487afdf083b5ff0817,-,1,Paris,France
-,"[48.857312, 2.379055]","93, rue de la Roquette",L'horizon,2012-03-07,75011,"{'coordinates': [2.379055, 48.857312], 'type': 'Point'}",84c6b7335e7f82ac942c4f398723ec99076f148d,-,1,Paris,France
-,"[48.835878, 2.395723]",34 bis rue de Wattignies,Au pays de Vannes,2012-06-27,75012,"{'coordinates': [2.395723, 48.835878], 'type': 'Point'}",a17869dbb9d0d5b1e5ed7bb288053900b04ee944,-,1,Paris,France
-,"[48.85413, 2.323539]",36 rue de Varenne,Café Varenne,2012-06-27,75007,"{'coordinates': [2.323539, 48.85413], 'type': 'Point'}",a26ec0d5fca47b8de77d862ad8a99b75bb520a09,-,1,Paris,France
-,"[48.855161, 2.360218]",125 Rue Saint-Antoine,l'Eléphant du nil,2012-06-27,75004,"{'coordinates': [2.360218, 48.855161], 'type': 'Point'}",7b7ceefd1f9ed85041265c9577e0dc8bee01d45a,-,1,Paris,France
-,"[48.8357, 2.292961]",354 bis rue Vaugirard,Le Comptoir,2012-06-27,75015,"{'coordinates': [2.292961, 48.8357], 'type': 'Point'}",59d8fa304e535f4eb41f9746028034c9b30cbde4,-,1,Paris,France
-,"[48.835451, 2.292515]",358 rue de Vaugirard,Le Parc Vaugirard,2012-06-27,75015,"{'coordinates': [2.292515, 48.835451], 'type': 'Point'}",19f655206a8446959c8e796c2b3cb9001890f985,-,1,Paris,France
-,"[48.834972, 2.327007]",58 rue Daguerre,le Zango,2012-06-27,75014,"{'coordinates': [2.327007, 48.834972], 'type': 'Point'}",e1b54109015316a822747f788128f997a3478050,-,1,Paris,France
-,"[48.848887, 2.399972]",3 rue de Lagny,Melting Pot,2012-06-27,75020,"{'coordinates': [2.399972, 48.848887], 'type': 'Point'}",fd0de2cbf73e0a728cd73e4e2a9a4a9c646f76f2,-,1,Paris,France
-,"[48.892366, 2.317359]",174 avenue de Clichy,Pari's Café,2012-06-27,75017,"{'coordinates': [2.317359, 48.892366], 'type': 'Point'}",831446ae203f89de26d3300e625c20717e82d40a,-,1,Paris,France
1 prix_terasse geoloc address name date zipcode geometry recordid prix_salle prix_comptoir city country
2 - [48.839512, 2.303007] 344Vrue Vaugirard Coffee Chope 2014-02-01 75015 {'coordinates': [2.303007, 48.839512], 'type': 'Point'} 3c276428d45ad68ccdf6875e4ddcfe95d0c0d4cf - 1 Paris France
3 - [48.876737, 2.357601] 5, rue d'Alsace Extérieur Quai 2014-02-01 75010 {'coordinates': [2.357601, 48.876737], 'type': 'Point'} 97ad81cd1127a8566085ad796eeb44a06bec7514 - 1 Paris France
4 - [48.850852, 2.362029] 6 Bd henri IV Le Sully 2014-02-01 75004 {'coordinates': [2.362029, 48.850852], 'type': 'Point'} aa4294c1b8d660a23db0dc81321e509bae1dae68 - 1 Paris France
5 1 [48.893517, 2.340271] 53 rue du ruisseau O q de poule 2013-08-22 75018 {'coordinates': [2.340271, 48.893517], 'type': 'Point'} a81362dbed35247555fb105bd83ff2906904a66e - 1 Paris France
6 - [48.864655, 2.350089] 1 Passage du Grand Cerf Le Pas Sage 2013-08-22 75002 {'coordinates': [2.350089, 48.864655], 'type': 'Point'} 7ced86acbd5ccfba229bcc07d70d0d117aee16a5 - 1 Paris France
7 - [48.895825, 2.339712] 112 Rue Championnet La Renaissance 2013-08-22 75018 {'coordinates': [2.339712, 48.895825], 'type': 'Point'} 5582c8572bd7637bf305b74c1c0bdb74a8e4247f - 1 Paris France
8 - [48.868581, 2.373015] Rue de la Fontaine au Roi La Caravane 2012-05-11 75011 {'coordinates': [2.373015, 48.868581], 'type': 'Point'} 50bb0fa06e562a242f115ddbdae2ed9c7df93d57 - 0 Paris France
9 - [48.875155, 2.335536] 51 Rue Victoire Le chantereine 2012-10-22 75009 {'coordinates': [2.335536, 48.875155], 'type': 'Point'} eb8a62feeedaf7ed8b8c912305270ee857068689 1 1 Paris France
10 - [48.886536, 2.346525] 11 rue Feutrier Le Müller 2012-10-22 75018 {'coordinates': [2.346525, 48.886536], 'type': 'Point'} 62c552f167f671f88569c1f2d6a44098fb514c51 1 1 Paris France
11 - [48.841494, 2.307117] 21 rue Copreaux Le drapeau de la fidelité 2012-10-22 75015 {'coordinates': [2.307117, 48.841494], 'type': 'Point'} 5120ea0b9d7387766072b90655166486928e25c8 1 1 Paris France
12 - [48.839743, 2.296898] 125 rue Blomet Le café des amis 2012-10-22 75015 {'coordinates': [2.296898, 48.839743], 'type': 'Point'} 865f62415adc5c34e3ca38a1748b7a324dfba209 1 1 Paris France
13 - [48.857728, 2.349641] 10 rue Saint Martin Le Café Livres 2012-10-09 75004 {'coordinates': [2.349641, 48.857728], 'type': 'Point'} 7ef54a78802d49cafd2701458df2b0d0530d123b - 1 Paris France
14 - [48.856003, 2.30457] 46 avenue Bosquet Le Bosquet 2012-10-09 75007 {'coordinates': [2.30457, 48.856003], 'type': 'Point'} d701a759e08a71f4bbb01f29473274b0152135d0 - 1 Paris France
15 - [48.889426, 2.332954] 12 rue Armand Carrel Le Chaumontois 2012-03-07 75018 {'coordinates': [2.332954, 48.889426], 'type': 'Point'} e12ff00a644c91ad910ddc63a770c190be93a393 - 1 Paris France
16 - [48.838521, 2.370478] 34 avenue Pierre Mendès-France Le Kleemend's 2012-03-07 75013 {'coordinates': [2.370478, 48.838521], 'type': 'Point'} 0f6cd1ee7751b00c9574efcfdcf66fa0e857d251 - 1 Paris France
17 - [48.849861, 2.385342] 202 rue du faubourg st antoine Café Pierre 2012-03-07 75012 {'coordinates': [2.385342, 48.849861], 'type': 'Point'} f9de9d0fb5e92f047a6f1986a31f9dd4d38bcb36 - 1 Paris France
18 - [48.872202, 2.304624] 61 rue de Ponthieu Les Arcades 2012-03-07 75008 {'coordinates': [2.304624, 48.872202], 'type': 'Point'} 67eaf58afc856077c0680601e453e75c0922c9c0 - 1 Paris France
19 - [48.859031, 2.320315] 31 rue Saint-Dominique Le Square 2012-03-07 75007 {'coordinates': [2.320315, 48.859031], 'type': 'Point'} 678558317bc9ad46652e5b1643e70c2142a76e7e - 1 Paris France
20 - [48.850092, 2.37463] 75, avenue Ledru-Rollin Assaporare Dix sur Dix 2012-06-27 75012 {'coordinates': [2.37463, 48.850092], 'type': 'Point'} 667474321887d08a3cc636adf043ad354b65fa61 - 1 Paris France
21 - [48.86805, 2.353313] 129 boulevard sebastopol Au cerceau d'or 2012-06-27 75002 {'coordinates': [2.353313, 48.86805], 'type': 'Point'} c9ef52ba2fabe0286700329f18bbbbea9a10b474 - 1 Paris France
22 - [48.845927, 2.373051] 21 ter boulevard Diderot Aux cadrans 2012-06-27 75012 {'coordinates': [2.373051, 48.845927], 'type': 'Point'} ed5f98686856bf4ddd2b381b43ad229246741a90 - 1 Paris France
23 - [48.851662, 2.273883] 17 rue Jean de la Fontaine Café antoine 2012-06-27 75016 {'coordinates': [2.273883, 48.851662], 'type': 'Point'} ab6d1e054e2e6ae7d6150013173f55e83c05ca23 - 1 Paris France
24 - [48.877642, 2.312823] rue de Lisbonne Café de la Mairie (du VIII) 2012-06-27 75008 {'coordinates': [2.312823, 48.877642], 'type': 'Point'} 7de8a79b026ac63f453556612505b5bcd9229036 - 1 Paris France
25 - [48.838633, 2.349916] 5 rue Claude Bernard Café Lea 2012-06-27 75005 {'coordinates': [2.349916, 48.838633], 'type': 'Point'} fecd8900cf83027f74ceced9fc4ad80ac73b63a7 - 1 Paris France
26 - [48.849293, 2.354486] 11 boulevard Saint-Germain Cardinal Saint-Germain 2012-06-27 75005 {'coordinates': [2.354486, 48.849293], 'type': 'Point'} e4a078c30c98082896787f4e4b41a07554392529 - 1 Paris France
27 - [48.869771, 2.342501] 52 rue Notre-Dame des Victoires Dédé la frite 2012-06-27 75002 {'coordinates': [2.342501, 48.869771], 'type': 'Point'} ccb2ba2f98043e8eefd5fda829dee1ea7f1d2c7a - 1 Paris France
28 - [48.834051, 2.287345] 36 rue du hameau La Bauloise 2012-06-27 75015 {'coordinates': [2.287345, 48.834051], 'type': 'Point'} c9fe10abd15ede7ccaeb55c309898d30d7b19d0e - 1 Paris France
29 - [48.888165, 2.377387] 71 quai de Seine Le Bellerive 2012-06-27 75019 {'coordinates': [2.377387, 48.888165], 'type': 'Point'} 4e0b5c2d33d7c25fc54c51171f3d37e509959fc0 - 1 Paris France
30 - [48.864543, 2.340997] 42 rue coquillère Le bistrot de Maëlle et Augustin 2012-06-27 75001 {'coordinates': [2.340997, 48.864543], 'type': 'Point'} 52acab12469af291984e9a70962e08c72b058e10 - 1 Paris France
31 - [48.872103, 2.346161] 14 rue Rougemont Le Dellac 2012-06-27 75009 {'coordinates': [2.346161, 48.872103], 'type': 'Point'} 4d1d627ecea2ffa279bb862f8ba495d95ca75350 - 1 Paris France
32 - [48.859645, 2.355598] 1 rue Pecquay Le Felteu 2012-06-27 75004 {'coordinates': [2.355598, 48.859645], 'type': 'Point'} 2c1fa55460af282266d86fd003af4f929fdf4e7d - 1 Paris France
33 - [48.85763, 2.346101] 2 bis quai de la mégisserie Le Reynou 2012-06-27 75001 {'coordinates': [2.346101, 48.85763], 'type': 'Point'} d4ddd30ab3e721a317fc7ea89d5b9001255ce9f4 - 1 Paris France
34 - [48.884646, 2.337734] 23 rue des abbesses Le Saint Jean 2012-06-27 75018 {'coordinates': [2.337734, 48.884646], 'type': 'Point'} 51b47cf167b7f32eeebb108330956694d75d4268 - 1 Paris France
35 - [48.841007, 2.31466] 65 boulevard Pasteur les montparnos 2012-06-27 75015 {'coordinates': [2.31466, 48.841007], 'type': 'Point'} 2aaca891ffd0694c657a43889516ab72afdfba07 - 1 Paris France
36 - [48.850323, 2.33039] 16 rue DE MEZIERES L'antre d'eux 2014-02-01 75006 {'coordinates': [2.33039, 48.850323], 'type': 'Point'} 4ff4337934c66f61e00d1d9551f7cdddba03e544 - 1 Paris France
37 - [48.864957, 2.346938] 58 rue de Montorgueil Drole d'endroit pour une rencontre 2014-02-01 75002 {'coordinates': [2.346938, 48.864957], 'type': 'Point'} 3451657f880abe75d0c7e386fc698405556c53e8 - 1 Paris France
38 - [48.889565, 2.339735] 104 rue caulaincourt Le pari's café 2014-02-01 75018 {'coordinates': [2.339735, 48.889565], 'type': 'Point'} e8c34a537b673fcb26c76e02deca4f5a728929dc - 1 Paris France
39 - [48.859115, 2.368871] 60 rue saint-sabin Le Poulailler 2014-02-01 75011 {'coordinates': [2.368871, 48.859115], 'type': 'Point'} 325ea74ba83f716dde87c08cffd36f7df7722a49 - 1 Paris France
40 - [48.833595, 2.38604] 33 Cour Saint Emilion Chai 33 2014-02-01 75012 {'coordinates': [2.38604, 48.833595], 'type': 'Point'} 528de8d5d8780bee83145637e315483d48f5ae3c - 1 Paris France
41 - [48.868741, 2.379969] 99 rue Jean-Pierre Timbaud L'Assassin 2014-02-01 75011 {'coordinates': [2.379969, 48.868741], 'type': 'Point'} fac0483890ff8bdaeb3feddbdb032c5112f24678 - 1 Paris France
42 - [48.851463, 2.398691] 1 rue d'Avron l'Usine 2014-02-01 75020 {'coordinates': [2.398691, 48.851463], 'type': 'Point'} fee1e3eb103bbc98e19e45d34365da0f27166541 - 1 Paris France
43 - [48.896305, 2.332898] 52 rue Liebniz La Bricole 2014-02-01 75018 {'coordinates': [2.332898, 48.896305], 'type': 'Point'} 4744e866c244c59eec43b3fe159542d2ef433065 - 1 Paris France
44 - [48.850311, 2.34885] place maubert le ronsard 2014-02-01 75005 {'coordinates': [2.34885, 48.850311], 'type': 'Point'} 49a390322b45246bc2c1e50fcd46815ad271bca0 - 1 Paris France
45 - [48.863038, 2.3604] 82 rue des archives Face Bar 2014-02-01 75003 {'coordinates': [2.3604, 48.863038], 'type': 'Point'} d96e16ebf2460bb2f6c34198918a071233725cbc - 1 Paris France
46 - [48.872746, 2.366392] 49 rue bichat American Kitchen 2013-08-22 75010 {'coordinates': [2.366392, 48.872746], 'type': 'Point'} 6b9395475cbbbbbacbaaeb070f71d31c2d183dc4 - 1 Paris France
47 - [48.870598, 2.365413] 55 bis quai de valmy La Marine 2013-08-22 75010 {'coordinates': [2.365413, 48.870598], 'type': 'Point'} d4d2f92d27f38de59e57744f434781e61283551c - 1 Paris France
48 - [48.889101, 2.318001] 21 avenue Brochant Le Bloc 2013-08-22 75017 {'coordinates': [2.318001, 48.889101], 'type': 'Point'} e425882ee969d1e8bffe7234336ae40da88c8439 - 1 Paris France
49 - [48.874697, 2.405421] 229 avenue Gambetta La Recoleta au Manoir 2013-08-22 75020 {'coordinates': [2.405421, 48.874697], 'type': 'Point'} 02de82cffb2918beafb740f4e924029d470b07a1 - 1 Paris France
50 - [48.847344, 2.286078] 80 Rue Saint-Charles Le Pareloup 2013-08-22 75015 {'coordinates': [2.286078, 48.847344], 'type': 'Point'} 0227ca95f76bb6097ae0a0e6f455af2624d49ae3 - 0 Paris France
51 1 [48.840771, 2.324589] 3 rue de la Gaité La Brasserie Gaité 2013-08-22 75014 {'coordinates': [2.324589, 48.840771], 'type': 'Point'} e7c4cba08749c892a73db2715d06623d9e0c2f67 - Paris France
52 - [48.875232, 2.336036] 46 rue Victoire Café Zen 2012-05-11 75009 {'coordinates': [2.336036, 48.875232], 'type': 'Point'} 5e9a6172f8b64cd098a5f2cf9b1d42567fe0a894 - 1 Paris France
53 - [48.872677, 2.315276] 27 rue de Penthièvre O'Breizh 2012-10-22 75008 {'coordinates': [2.315276, 48.872677], 'type': 'Point'} ead3108add27ef41bb92517aca834f7d7f632816 1 1 Paris France
54 - [48.868838, 2.33605] 23 rue saint augustin Le Petit Choiseul 2012-10-22 75002 {'coordinates': [2.33605, 48.868838], 'type': 'Point'} de601277ca00567b62fa4f5277e4a17679faa753 1 1 Paris France
55 - [48.841526, 2.351012] 7 rue Epée de Bois Invitez vous chez nous 2012-10-22 75005 {'coordinates': [2.351012, 48.841526], 'type': 'Point'} 1d2373bdec8a07306298e3ee54894ac295ee1d55 1 1 Paris France
56 - [48.86525, 2.350507] 142 Rue Saint-Denis 75002 Paris La Cordonnerie 2012-10-22 75002 {'coordinates': [2.350507, 48.86525], 'type': 'Point'} 5c9bf60617a99ad75445b454f98e75e1a104021d 1 1 Paris France
57 - [48.892244, 2.346973] 3, rue Baudelique Le Supercoin 2012-10-22 75018 {'coordinates': [2.346973, 48.892244], 'type': 'Point'} 68a4ee10f1fc4d2a659501e811d148420fa80e95 1 1 Paris France
58 - [48.890043, 2.362241] 86 bis rue Riquet Populettes 2012-10-22 75018 {'coordinates': [2.362241, 48.890043], 'type': 'Point'} 8cc55d58d72621a7e91cf6b456731d2cb2863afc 1 1 Paris France
59 1 [48.893017, 2.337776] 49 rue des Cloys Au bon coin 2012-10-18 75018 {'coordinates': [2.337776, 48.893017], 'type': 'Point'} 0408f272c08c52e3cae035ffdeb8928698787ea9 1 1 Paris France
60 - [48.836919, 2.347003] 69 rue Broca Le Couvent 2012-10-18 75013 {'coordinates': [2.347003, 48.836919], 'type': 'Point'} 729b2f228d3fd2db6f78bb624d451f59555e4a04 1 1 Paris France
61 - [48.840624, 2.349766] 111 rue mouffetard La Brûlerie des Ternes 2012-10-18 75005 {'coordinates': [2.349766, 48.840624], 'type': 'Point'} 233dd2a17620cd5eae70fef11cc627748e3313d5 1 1 Paris France
62 - [48.832825, 2.336116] 59 Boulevard Saint-Jacques L'Écir 2012-10-09 75014 {'coordinates': [2.336116, 48.832825], 'type': 'Point'} 4a44324a5a806801fd3e05af89cad7c0f1e69d1e - 1 Paris France
63 - [48.850696, 2.378417] 126, rue du Faubourg Saint Antoine Le Chat bossu 2012-10-09 75012 {'coordinates': [2.378417, 48.850696], 'type': 'Point'} d1d02463f7c90d38cccffd898e15f51e65910baf - 1 Paris France
64 - [48.834157, 2.33381] 58 boulvevard Saint Jacques Denfert café 2012-10-09 75014 {'coordinates': [2.33381, 48.834157], 'type': 'Point'} f78f406e5ccb95cb902ce618ed54eba1d4776a3c - 1 Paris France
65 - [48.867948, 2.343582] 95 rue Montmartre Le Café frappé 2012-10-09 75002 {'coordinates': [2.343582, 48.867948], 'type': 'Point'} 4dd2a924a7b2c5f061cecaba2f272548a8c83c6c - 1 Paris France
66 - [48.859772, 2.360558] 78 rue vieille du temple La Perle 2012-10-09 75003 {'coordinates': [2.360558, 48.859772], 'type': 'Point'} 476c54e643613ec36a9b1c533f32122fd873f3c3 - 1 Paris France
67 - [48.845047, 2.349583] 1 rue Thouin Le Descartes 2012-10-09 75005 {'coordinates': [2.349583, 48.845047], 'type': 'Point'} e9cb0b0d6b6b512e9ecab889267ba342a4f0ea93 - 1 Paris France
68 - [48.830151, 2.334213] 55 rue de la tombe Issoire Le petit club 2012-03-07 75014 {'coordinates': [2.334213, 48.830151], 'type': 'Point'} c6ca1166fa7fd7050f5d1c626a1e17050116c91e - 1 Paris France
69 - [48.865707, 2.374382] 90 avenue Parmentier Le Plein soleil 2012-03-07 75011 {'coordinates': [2.374382, 48.865707], 'type': 'Point'} 95cf5fb735bd19826db70a3af4fe72fce647d4e5 - 1 Paris France
70 - [48.875322, 2.312329] 146, boulevard Haussmann Le Relais Haussmann 2012-03-07 75008 {'coordinates': [2.312329, 48.875322], 'type': 'Point'} 6c5f68f47c916638342b77bd5edfc30bd7051303 - 1 Paris France
71 - [48.859559, 2.30643] 88 rue Saint-Dominique Le Malar 2012-03-07 75007 {'coordinates': [2.30643, 48.859559], 'type': 'Point'} c633cb01686aa5f3171bf59976dc9b7f23cbca54 - 1 Paris France
72 - [48.864628, 2.408038] 47 rue Belgrand Au panini de la place 2012-03-07 75020 {'coordinates': [2.408038, 48.864628], 'type': 'Point'} 66dedd35fcbbbb24f328882d49098de7aa5f26ba - 1 Paris France
73 - [48.88435, 2.297978] 182 rue de Courcelles Le Village 2012-03-07 75017 {'coordinates': [2.297978, 48.88435], 'type': 'Point'} 1e07eaf8a93875906d0b18eb6a897c651943589a - 1 Paris France
74 - [48.853381, 2.376706] 41 rue de Charonne Pause Café 2012-03-07 75011 {'coordinates': [2.376706, 48.853381], 'type': 'Point'} 60d98c3236a70824df50e9aca83e7d7f13a310c5 - 1 Paris France
75 - [48.853253, 2.383415] 14 rue Jean Macé Le Pure café 2012-03-07 75011 {'coordinates': [2.383415, 48.853253], 'type': 'Point'} 66707fb2e707d2145fc2eb078a1b980a45921616 - 1 Paris France
76 - [48.848873, 2.392859] 307 fg saint Antoine Extra old café 2012-03-07 75011 {'coordinates': [2.392859, 48.848873], 'type': 'Point'} 039ec7dcb219cfc434547b06938ba497afeb83b4 - 1 Paris France
77 - [48.873227, 2.360787] 44 rue Vinaigriers Chez Fafa 2012-03-07 75010 {'coordinates': [2.360787, 48.873227], 'type': 'Point'} 1572d199f186bf86d7753fe71ac23477a7a8bd2c - 1 Paris France
78 - [48.850836, 2.384069] 3 rue Faidherbe En attendant l'or 2012-06-27 75011 {'coordinates': [2.384069, 48.850836], 'type': 'Point'} de5789bb4a4ffbd244cded8dc555639dbe7d2279 - 1 Paris France
79 - [48.866993, 2.336006] 30 rue des Petits-Champs Brûlerie San José 2012-06-27 75002 {'coordinates': [2.336006, 48.866993], 'type': 'Point'} b736e5fa17396ee56a642212ccd0ab29c7f2bef1 - 1 Paris France
80 - [48.856434, 2.342683] 2 place Martin Nadaud Café Martin 2012-06-27 75001 {'coordinates': [2.342683, 48.856434], 'type': 'Point'} 25fbf857029c54d57909c158e3039349b77344ed - 1 Paris France
81 - [48.863675, 2.348701] 14 rue Turbigo, Paris Etienne 2012-06-27 75001 {'coordinates': [2.348701, 48.863675], 'type': 'Point'} 0190edd7b0766c6d3e43093deb41abe9446c1b22 - 1 Paris France
82 - [48.854584, 2.385193] 184 bd Voltaire L'ingénu 2012-06-27 75011 {'coordinates': [2.385193, 48.854584], 'type': 'Point'} 7fcef7475ec632d5c61c9c36c1d52a402ad2e9e8 - 1 Paris France
83 - [48.890605, 2.361349] 8 rue L'Olive L'Olive 2012-06-27 75018 {'coordinates': [2.361349, 48.890605], 'type': 'Point'} 35286273f281c8c5082b3d3bd17f6bbf207426f9 - 1 Paris France
84 - [48.871396, 2.338321] 18 rue Favart Le Biz 2012-06-27 75002 {'coordinates': [2.338321, 48.871396], 'type': 'Point'} cf2f6b9e283aaeeca2214cc1fe57b45e45668e25 - 1 Paris France
85 - [48.868109, 2.331785] 1 rue Louis le Grand Le Cap Bourbon 2012-06-27 75002 {'coordinates': [2.331785, 48.868109], 'type': 'Point'} 339030e95e0846b41a8e2b91045456c4e4a50043 - 1 Paris France
86 - [48.84167, 2.303053] 9 Place du General Beuret Le General Beuret 2012-06-27 75015 {'coordinates': [2.303053, 48.84167], 'type': 'Point'} 12b37036d28d28b32ebe81756ad15eb68372947f - 1 Paris France
87 - [48.846814, 2.289311] 95 avenue Emile Zola Le Germinal 2012-06-27 75015 {'coordinates': [2.289311, 48.846814], 'type': 'Point'} 4e03831a64e886a28a7232e54f2812c1ced23c5a - 1 Paris France
88 - [48.862655, 2.337607] 202 rue Saint-Honoré Le Ragueneau 2012-06-27 75001 {'coordinates': [2.337607, 48.862655], 'type': 'Point'} e303131b2600d4c2287749a36bf7193d2fa60bd7 - 1 Paris France
89 - [48.889982, 2.338933] 72 rue lamarck Le refuge 2012-06-27 75018 {'coordinates': [2.338933, 48.889982], 'type': 'Point'} f64310461736a769c6854fdefb99b9f2e7b230a9 - 1 Paris France
90 - [48.870294, 2.352821] 13 rue du Faubourg Saint Denis Le sully 2012-06-27 75010 {'coordinates': [2.352821, 48.870294], 'type': 'Point'} 166be8588ff16e50838fa6a164d1e580497b795d - 1 Paris France
91 - [48.842128, 2.280374] 60 rue des bergers Le bal du pirate 2014-02-01 75015 {'coordinates': [2.280374, 48.842128], 'type': 'Point'} 93ff6e35406a074a6ba2667d2b286abf91132f6a - 1 Paris France
92 - [48.838769, 2.39609] 95 rue claude decaen zic zinc 2014-02-01 75012 {'coordinates': [2.39609, 48.838769], 'type': 'Point'} 8fdc739d64ff1f01973235301e3ec86791016759 - 1 Paris France
93 - [48.870247, 2.376306] 35 rue de l'orillon l'orillon bar 2014-02-01 75011 {'coordinates': [2.376306, 48.870247], 'type': 'Point'} 6e6e9695ef04c3fdbd4cfa19f0cfb0c0f93f4933 - 1 Paris France
94 - [48.869848, 2.394247] 116 Rue de Ménilmontant Le Zazabar 2013-08-22 75020 {'coordinates': [2.394247, 48.869848], 'type': 'Point'} 22edfe92a72ce1bb0eea972508b5caa7af2db2df - 1 Paris France
95 - [48.845458, 2.354796] 22 rue Linné L'Inévitable 2013-08-22 75005 {'coordinates': [2.354796, 48.845458], 'type': 'Point'} 6893cb08e99319091de9ba80305f22e0ce4cc08d - 1 Paris France
96 - [48.83336, 2.365782] 77 rue Dunois Le Dunois 2013-08-22 75013 {'coordinates': [2.365782, 48.83336], 'type': 'Point'} c3be1246dbc4ca5734d5bbd569436ba655105248 - 1 Paris France
97 - [48.862655, 2.337607] 202 rue Saint Honoré Ragueneau 2012-05-11 75001 {'coordinates': [2.337607, 48.862655], 'type': 'Point'} e946d9e8f8c5a130f98eca945efadfd9eec40dcb - 1 Paris France
98 [48.826608, 2.374571] 48 rue du Dessous des Berges Le Caminito 2012-10-22 75013 {'coordinates': [2.374571, 48.826608], 'type': 'Point'} 5d9ad8bcfbbc20adaec2aa7dcdb71326868c7686 1 1 Paris France
99 - [48.870598, 2.365413] 55bis quai de Valmy Epicerie Musicale 2012-10-22 75010 {'coordinates': [2.365413, 48.870598], 'type': 'Point'} 8ffea133d93c608d337bc0129f4f9f3d5cad8dae 1 1 Paris France
100 - Le petit Bretonneau - à l'intérieur de l'Hôpital Le petit Bretonneau 2012-10-22 75018 {} dd1ffdbd55c2dc651201302b8015258f7d35fd35 1 1 Paris France
101 - [48.862575, 2.367427] 104 rue amelot Le Centenaire 2012-10-22 75011 {'coordinates': [2.367427, 48.862575], 'type': 'Point'} e47d25752c2c8bcab5efb0e3a41920ec7a8a766a 1 1 Paris France
102 - [48.842833, 2.348314] 13 Rue du Pot de Fer La Montagne Sans Geneviève 2012-10-22 75005 {'coordinates': [2.348314, 48.842833], 'type': 'Point'} 314d170601f81e3a3f26d8801f0fbee39981c788 1 Paris France
103 - [48.851325, 2.40171] 46 rue de Buzenval Les Pères Populaires 2012-10-18 75020 {'coordinates': [2.40171, 48.851325], 'type': 'Point'} e75e8a3fe6212a0e576beec82f0128dd394e56fa 1 1 Paris France
104 - [48.857658, 2.305613] 188 rue de Grenelle Cafe de grenelle 2012-10-09 75007 {'coordinates': [2.305613, 48.857658], 'type': 'Point'} 72e274046d671e68bc7754808feacfc95b91b6ed - 1 Paris France
105 - [48.875207, 2.332944] 73 rue de la Victoire Le relais de la victoire 2012-10-09 75009 {'coordinates': [2.332944, 48.875207], 'type': 'Point'} 01c21abdf35484f9ad184782979ecd078de84523 - 1 Paris France
106 - Route de la Muette à Neuilly Club hippique du Jardin d’Acclimatation La chaumière gourmande 2012-03-07 75016 {} 438ec18d35793d12eb6a137373c3fe4f3aa38a69 1 Paris France
107 - [48.891882, 2.33365] 216, rue Marcadet Le Brio 2012-03-07 75018 {'coordinates': [2.33365, 48.891882], 'type': 'Point'} 49e3584ce3d6a6a236b4a0db688865bdd3483fec - 1 Paris France
108 - [48.884753, 2.324648] 22 rue des Dames Caves populaires 2012-03-07 75017 {'coordinates': [2.324648, 48.884753], 'type': 'Point'} af81e5eca2b84ea706ac2d379edf65b0fb2f879a - 1 Paris France
109 - [48.827428, 2.325652] 12 avenue Jean Moulin Caprice café 2012-03-07 75014 {'coordinates': [2.325652, 48.827428], 'type': 'Point'} 88e07bdb723b49cd27c90403b5930bca1c93b458 - 1 Paris France
110 - [48.832964, 2.369266] 7 rue Clisson Tamm Bara 2012-03-07 75013 {'coordinates': [2.369266, 48.832964], 'type': 'Point'} baf59c98acafbe48ed9e91b64377da216a20cbcc - 1 Paris France
111 - [48.876577, 2.348414] 1 rue de Montholon L'anjou 2012-03-07 75009 {'coordinates': [2.348414, 48.876577], 'type': 'Point'} e6f5949dca40548aad296208c61c498f639f648c - 1 Paris France
112 - [48.862599, 2.315086] 2 rue Robert Esnault Pelterie Café dans l'aerogare Air France Invalides 2012-03-07 75007 {'coordinates': [2.315086, 48.862599], 'type': 'Point'} 6d175eb48c577fafdfc99df0ab55da468cf17164 - 1 Paris France
113 - [48.844854, 2.345413] 10 rue d"Ulm Waikiki 2012-03-07 75005 {'coordinates': [2.345413, 48.844854], 'type': 'Point'} fb1e2bc2ae55d3d47da682c71093a12fa64fbd45 - 1 Paris France
114 - [48.871576, 2.364499] 36 rue Beaurepaire Chez Prune 2012-03-07 75010 {'coordinates': [2.364499, 48.871576], 'type': 'Point'} 19399ede5b619761877822185bbb4c98b565974c - 1 Paris France
115 - [48.833863, 2.329046] 21 rue Boulard Au Vin Des Rues 2012-06-27 75014 {'coordinates': [2.329046, 48.833863], 'type': 'Point'} 87263873b6f8346b5777844be0122a307f29fcab - 1 Paris France
116 - [48.838137, 2.301166] 14 rue d'alleray bistrot les timbrés 2012-06-27 75015 {'coordinates': [2.301166, 48.838137], 'type': 'Point'} 74b6d7113e5b14eb8e890663f061208bf4ff6728 - 1 Paris France
117 - [48.871799, 2.315985] 9 rue de Miromesnil Café beauveau 2012-06-27 75008 {'coordinates': [2.315985, 48.871799], 'type': 'Point'} 2759f5cdda4bcb88ca3ae2f7299b37b8e62596c8 - 1 Paris France
118 - [48.866259, 2.338739] 9 rue des petits champs Café Pistache 2012-06-27 75001 {'coordinates': [2.338739, 48.866259], 'type': 'Point'} 6d2675cdc912118d0376229be8e436feca9c8af7 - 1 Paris France
119 - [48.874605, 2.387738] 13 Rue Jean-Baptiste Dumay La Cagnotte 2012-06-27 75020 {'coordinates': [2.387738, 48.874605], 'type': 'Point'} f7085c754c0c97e418d7e5213753f74bd396fc27 - 1 Paris France
120 - [48.842462, 2.310919] 172 rue de vaugirard le 1 cinq 2012-06-27 75015 {'coordinates': [2.310919, 48.842462], 'type': 'Point'} 17e917723fc99d6e5bd77eb9633ac2e789a9a6d9 - 1 Paris France
121 - [48.84591, 2.375543] 28 bis boulevard Diderot Le Killy Jen 2012-06-27 75012 {'coordinates': [2.375543, 48.84591], 'type': 'Point'} 93132bd8b3ae67dfcc8cf8c1166e312ac4acb9b9 - 1 Paris France
122 - [48.842868, 2.303173] 106 rue Lecourbe Les Artisans 2012-06-27 75015 {'coordinates': [2.303173, 48.842868], 'type': 'Point'} c37ef573b4cb2d1e61795d6a9ef11de433dc9a99 - 1 Paris France
123 - [48.865684, 2.334416] 83 avenue de Wagram Peperoni 2012-06-27 75001 {'coordinates': [2.334416, 48.865684], 'type': 'Point'} 9461f859ca009ced25555fa6af1e6867dda9223e - 1 Paris France
124 - [48.833146, 2.288834] 380 rue de vaugirard le lutece 2014-02-01 75015 {'coordinates': [2.288834, 48.833146], 'type': 'Point'} ddd13990c1408700085366bd4ba313acd69a44ea - 1 Paris France
125 - [48.886431, 2.327429] 16 rue Ganneron Brasiloja 2014-02-01 75018 {'coordinates': [2.327429, 48.886431], 'type': 'Point'} d679bb1642534278f4c0203d67be0bafd5306d81 - 1 Paris France
126 - [48.855711, 2.359491] 16 rue de Rivoli Rivolux 2014-02-01 75004 {'coordinates': [2.359491, 48.855711], 'type': 'Point'} bdd2b008cc765c7fe195c037b830cd2628420a2f - 1 Paris France
127 - [48.845898, 2.372766] 21 Bis Boulevard Diderot L'européen 2013-08-22 75012 {'coordinates': [2.372766, 48.845898], 'type': 'Point'} 693c0da7d4db24781ed161c01a661c36074a94fa - 1 Paris France
128 - [48.867465, 2.357791] 39 rue Notre Dame de Nazareth NoMa 2013-08-22 75003 {'coordinates': [2.357791, 48.867465], 'type': 'Point'} 60d8b670810cc95eb0439dd0c238f8205ea8ef76 - 1 Paris France
129 - [48.871595, 2.385858] 1 Rue des Envierges O'Paris 2013-08-22 75020 {'coordinates': [2.385858, 48.871595], 'type': 'Point'} 297c040284a05efe35c69bb621505e6acfdcdda4 - 1 Paris France
130 - [48.872402, 2.366532] 16 avenue Richerand Café Clochette 2013-08-22 75010 {'coordinates': [2.366532, 48.872402], 'type': 'Point'} a561a941f538e8a1d321bf8d98576d06be037962 - 1 Paris France
131 - [48.856584, 2.368574] 40 Boulevard Beaumarchais La cantoche de Paname 2013-08-22 75011 {'coordinates': [2.368574, 48.856584], 'type': 'Point'} 5ba2aaec9f1de9d01e65be95215cab13c693cdf3 - 0 Paris France
132 - [48.856496, 2.394874] 148 Boulevard de Charonne Le Saint René 2013-08-22 75020 {'coordinates': [2.394874, 48.856496], 'type': 'Point'} 4d60b350d04d4b1bf4bfd4dd6cc59687dc792c74 - 1 Paris France
133 - [48.850055, 2.383908] 196 rue du faubourg saint-antoine La Liberté 2012-10-22 75012 {'coordinates': [2.383908, 48.850055], 'type': 'Point'} ee94e76326f8dcbe3500afec69f1a21eb1215ad0 1 1 Paris France
134 - [48.866737, 2.33716] 16 rue des Petits Champs Chez Rutabaga 2012-10-22 75002 {'coordinates': [2.33716, 48.866737], 'type': 'Point'} a420ea4608440b8dc8e0267fe8cc513daa950551 1 1 Paris France
135 - [48.885367, 2.325325] 2 rue Lemercier Le BB (Bouchon des Batignolles) 2012-10-22 75017 {'coordinates': [2.325325, 48.885367], 'type': 'Point'} 20986cbfe11018bd0aba8150a49db1c435f7642d 1 1 Paris France
136 - [48.873175, 2.339193] 10 rue Rossini La Brocante 2012-10-22 75009 {'coordinates': [2.339193, 48.873175], 'type': 'Point'} 2e10601c35669394d43936a771b18408be0338ba 1 1 Paris France
137 - [48.840771, 2.324589] 3 rue Gaîté Le Plomb du cantal 2012-10-22 75014 {'coordinates': [2.324589, 48.840771], 'type': 'Point'} 6fb510614e00b065bf16a5af8e2c0eaf561a5654 1 1 Paris France
138 - [48.884753, 2.324648] 22 rue des Dames Les caves populaires 2012-10-22 75017 {'coordinates': [2.324648, 48.884753], 'type': 'Point'} d650c509a0aa8ed7b9c9b88861263f31463bbd0e 1 1 Paris France
139 - [48.869519, 2.39339] 108 rue de Ménilmontant Chez Luna 2012-10-09 75020 {'coordinates': [2.39339, 48.869519], 'type': 'Point'} 736f4d996f1f8b7c3a0ce2abfeebfcce2a4bab13 - 1 Paris France
140 - [48.877903, 2.385365] 1 rue du Plateau Le bar Fleuri 2012-03-07 75019 {'coordinates': [2.385365, 48.877903], 'type': 'Point'} be55720646093788ec161c6cadc5ad8059f4b90b - 1 Paris France
141 - [48.882939, 2.31809] 101 rue des dames Trois pièces cuisine 2012-03-07 75017 {'coordinates': [2.31809, 48.882939], 'type': 'Point'} 7bbbfb755020a2c25cce0067601994ce5ee4193f - 1 Paris France
142 - [48.849497, 2.298855] 61 avenue de la Motte Picquet Le Zinc 2012-03-07 75015 {'coordinates': [2.298855, 48.849497], 'type': 'Point'} e7c35a94454518de6de5bbecbc015fc37f7aea14 - 1 Paris France
143 - [48.880669, 2.349964] 136 rue du Faubourg poissonnière La cantine de Zoé 2012-03-07 75010 {'coordinates': [2.349964, 48.880669], 'type': 'Point'} 0edc473b3432a869b8ed66b6c4c989766b699947 - 1 Paris France
144 - [48.844057, 2.328402] 6/8 rue Stanislas Les Vendangeurs 2012-03-07 75006 {'coordinates': [2.328402, 48.844057], 'type': 'Point'} e9766ea36f6293bf670ed938bff02b975d012973 - 1 Paris France
145 - [48.852053, 2.338779] 3 carrefour de l'Odéon L'avant comptoir 2012-03-07 75006 {'coordinates': [2.338779, 48.852053], 'type': 'Point'} fe843d2f43dcaac9129f5b36dc367558dfd3b3e4 - 1 Paris France
146 1 [48.886504, 2.34498] 1 rue Paul albert Botak cafe 2012-03-07 75018 {'coordinates': [2.34498, 48.886504], 'type': 'Point'} 9e19c375e612f5fb803ec6a27881858619207812 1 1 Paris France
147 - [48.872722, 2.354594] 67 rue du Château d'eau le chateau d'eau 2012-03-07 75010 {'coordinates': [2.354594, 48.872722], 'type': 'Point'} 05bb6a26ec5bfbba25da2d19a5f0e83d69800f38 - 1 Paris France
148 - [48.85192, 2.373229] 58 rue du Fbg Saint-Antoine Bistrot Saint-Antoine 2012-06-27 75012 {'coordinates': [2.373229, 48.85192], 'type': 'Point'} daa3908ddf69d378fec5b4548494727e1121adc4 - 1 Paris France
149 - [48.854685, 2.368487] 11/13 boulevard Beaumarchais Chez Oscar 2012-06-27 75004 {'coordinates': [2.368487, 48.854685], 'type': 'Point'} c73be0483480c59e6ab6bc3a906c8d9dd474887f - 1 Paris France
150 - [48.87226, 2.304441] 63 rue de Ponthieu Le Fronton 2012-06-27 75008 {'coordinates': [2.304441, 48.87226], 'type': 'Point'} 85a8200d3e3aed7724d3207ed8b1ee5ec50c1f90 - 1 Paris France
151 - [48.851, 2.300378] 48 avenue de la Motte Picquet Le Piquet 2012-06-27 75015 {'coordinates': [2.300378, 48.851], 'type': 'Point'} 460e2adc95fd172f753b1b6ed296c2711639d49d - 1 Paris France
152 - [48.841089, 2.349565] 104 rue Mouffetard Le Tournebride 2012-06-27 75005 {'coordinates': [2.349565, 48.841089], 'type': 'Point'} 8a7a23ed68366f70ab939c877cbdce46f19d75c7 - 1 Paris France
153 - [48.828704, 2.322074] 52 rue des plantes maison du vin 2012-06-27 75014 {'coordinates': [2.322074, 48.828704], 'type': 'Point'} 482507a8f0fe4960f94372b6fa12b16e7d4f2a93 - 1 Paris France
154 - [48.842146, 2.375986] 157 rue Bercy 75012 Paris L'entrepôt 2014-02-01 75012 {'coordinates': [2.375986, 48.842146], 'type': 'Point'} d8746118429eb118f38ecbee904636d9b33fa8ba - 1 Paris France
155 - [48.867092, 2.363288] Place de la République Le café Monde et Médias 2013-08-22 75003 {'coordinates': [2.363288, 48.867092], 'type': 'Point'} af04c90f25e25daf7f5cbbab1bc740bac26541d4 - 1 Paris France
156 - [48.849821, 2.355337] 11 Quai de la Tournelle Café rallye tournelles 2013-08-22 75005 {'coordinates': [2.355337, 48.849821], 'type': 'Point'} 91d88e321a75b6a8c4dea816c399fda77c41f9d1 - 1 Paris France
157 - [48.872498, 2.355136] 61 rue du château d'eau Brasserie le Morvan 2013-08-22 75010 {'coordinates': [2.355136, 48.872498], 'type': 'Point'} 6ec62058995948fc18d331f01a2d03acc0d9e0fa - 1 Paris France
158 1 [48.874879, 2.386064] 6 rue Mélingue Chez Miamophile 2013-08-22 75019 {'coordinates': [2.386064, 48.874879], 'type': 'Point'} 13924872737e4fc640a43da58937c3777c2ac753 1 1 Paris France
159 - [48.864269, 2.36858] 18 rue de Crussol Panem 2012-05-11 75011 {'coordinates': [2.36858, 48.864269], 'type': 'Point'} 67bdf3a6989f80749a1ba33a17b1370de0a0e1cd - 0 Paris France
160 - [48.885662, 2.319591] 47 rue de Batignolles Petits Freres des Pauvres 2012-05-11 75017 {'coordinates': [2.319591, 48.885662], 'type': 'Point'} e27fd00149514bbfad7dd7e8f9b0c677df2d3f25 - 0 Paris France
161 - [48.837212, 2.296046] 198 rue de la Convention Café Dupont 2012-05-11 75015 {'coordinates': [2.296046, 48.837212], 'type': 'Point'} 4d40e6d864dae81c152a05cb98e30933bde96aa1 - 0 Paris France
162 - [48.871002, 2.30879] 28 rue de Ponthieu L'Angle 2012-10-22 75008 {'coordinates': [2.30879, 48.871002], 'type': 'Point'} c40bd2d1f98b415e539c27cf68518d060ebab51e 1 1 Paris France
163 - [48.888023, 2.353467] 19-23 rue Léon Institut des Cultures d'Islam 2012-10-22 75018 {'coordinates': [2.353467, 48.888023], 'type': 'Point'} 68d6d37b846e39bd8554e1f8f75974b486b0f27b 1 1 Paris France
164 - [48.886044, 2.360781] 19 rue Pajol Canopy Café associatif 2012-10-22 75018 {'coordinates': [2.360781, 48.886044], 'type': 'Point'} ff73bafb514bb68eb925c81aee43c3a58ac3c70d 1 1 Paris France
165 - [48.870287, 2.332491] place de l'opera L'Entracte 2012-10-09 75002 {'coordinates': [2.332491, 48.870287], 'type': 'Point'} 0039cd8bceb5e281677a158f832a660789088071 - 1 Paris France
166 - [48.858709, 2.362701] 15 rue du Parc Royal Le Sévigné 2012-10-09 75003 {'coordinates': [2.362701, 48.858709], 'type': 'Point'} adcc8b4f78f05ba7b24b0593e1516dfb7b415f91 - 1 Paris France
167 - [48.839687, 2.347254] 35 rue Claude Bernard Le Café d'avant 2012-10-09 75005 {'coordinates': [2.347254, 48.839687], 'type': 'Point'} b904fc48763938eee2169ba25aad2ffcc0dd6a9f - 1 Paris France
168 - [48.844244, 2.330407] 53 rue Notre-Dame des Champs Le Lucernaire 2012-10-09 75006 {'coordinates': [2.330407, 48.844244], 'type': 'Point'} cc72af04314fd40e16ff611c799d378515043508 - 1 Paris France
169 - [48.877599, 2.332111] 12 rue Blanche Le Brigadier 2012-10-09 75009 {'coordinates': [2.332111, 48.877599], 'type': 'Point'} 978d4bc68c9ebf81029d3e77274d2107777b8a75 - 1 Paris France
170 - [48.826494, 2.359987] 26 rue du Docteur Magnan L'âge d'or 2012-03-07 75013 {'coordinates': [2.359987, 48.826494], 'type': 'Point'} 40bffbdc0c9ed1cbce820fed875d7c21d8964640 - 1 Paris France
171 - [48.883717, 2.326861] Place de Clichy Bagels & Coffee Corner 2012-03-07 75017 {'coordinates': [2.326861, 48.883717], 'type': 'Point'} 262facde9b8c4568c9ba7fbce8f069ff8c76948d - 1 Paris France
172 - [48.835843, 2.278501] 10 boulevard Victor Café Victor 2012-03-07 75015 {'coordinates': [2.278501, 48.835843], 'type': 'Point'} e5817ec44ac5a7ea2e4a34b6a2e13d535156642b - 1 Paris France
173 - [48.845337, 2.379024] 54, avenue Daumesnil L'empreinte 2012-03-07 75012 {'coordinates': [2.379024, 48.845337], 'type': 'Point'} b96ddd35cbbf5d93aaff79487afdf083b5ff0817 - 1 Paris France
174 - [48.857312, 2.379055] 93, rue de la Roquette L'horizon 2012-03-07 75011 {'coordinates': [2.379055, 48.857312], 'type': 'Point'} 84c6b7335e7f82ac942c4f398723ec99076f148d - 1 Paris France
175 - [48.835878, 2.395723] 34 bis rue de Wattignies Au pays de Vannes 2012-06-27 75012 {'coordinates': [2.395723, 48.835878], 'type': 'Point'} a17869dbb9d0d5b1e5ed7bb288053900b04ee944 - 1 Paris France
176 - [48.85413, 2.323539] 36 rue de Varenne Café Varenne 2012-06-27 75007 {'coordinates': [2.323539, 48.85413], 'type': 'Point'} a26ec0d5fca47b8de77d862ad8a99b75bb520a09 - 1 Paris France
177 - [48.855161, 2.360218] 125 Rue Saint-Antoine l'Eléphant du nil 2012-06-27 75004 {'coordinates': [2.360218, 48.855161], 'type': 'Point'} 7b7ceefd1f9ed85041265c9577e0dc8bee01d45a - 1 Paris France
178 - [48.8357, 2.292961] 354 bis rue Vaugirard Le Comptoir 2012-06-27 75015 {'coordinates': [2.292961, 48.8357], 'type': 'Point'} 59d8fa304e535f4eb41f9746028034c9b30cbde4 - 1 Paris France
179 - [48.835451, 2.292515] 358 rue de Vaugirard Le Parc Vaugirard 2012-06-27 75015 {'coordinates': [2.292515, 48.835451], 'type': 'Point'} 19f655206a8446959c8e796c2b3cb9001890f985 - 1 Paris France
180 - [48.834972, 2.327007] 58 rue Daguerre le Zango 2012-06-27 75014 {'coordinates': [2.327007, 48.834972], 'type': 'Point'} e1b54109015316a822747f788128f997a3478050 - 1 Paris France
181 - [48.848887, 2.399972] 3 rue de Lagny Melting Pot 2012-06-27 75020 {'coordinates': [2.399972, 48.848887], 'type': 'Point'} fd0de2cbf73e0a728cd73e4e2a9a4a9c646f76f2 - 1 Paris France
182 - [48.892366, 2.317359] 174 avenue de Clichy Pari's Café 2012-06-27 75017 {'coordinates': [2.317359, 48.892366], 'type': 'Point'} 831446ae203f89de26d3300e625c20717e82d40a - 1 Paris France

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@ -1,181 +0,0 @@
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@ -1,181 +0,0 @@
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{"prix_terasse": "-", "geoloc": [48.858709, 2.362701], "address": "15 rue du Parc Royal", "name": "Le S\u00e9vign\u00e9", "date": "2012-10-09", "zipcode": 75003, "geometry": {"coordinates": [2.362701, 48.858709], "type": "Point"}, "recordid": "adcc8b4f78f05ba7b24b0593e1516dfb7b415f91", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.839687, 2.347254], "address": "35 rue Claude Bernard", "name": "Le Caf\u00e9 d'avant", "date": "2012-10-09", "zipcode": 75005, "geometry": {"coordinates": [2.347254, 48.839687], "type": "Point"}, "recordid": "b904fc48763938eee2169ba25aad2ffcc0dd6a9f", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.844244, 2.330407], "address": "53 rue Notre-Dame des Champs", "name": "Le Lucernaire", "date": "2012-10-09", "zipcode": 75006, "geometry": {"coordinates": [2.330407, 48.844244], "type": "Point"}, "recordid": "cc72af04314fd40e16ff611c799d378515043508", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.877599, 2.332111], "address": "12 rue Blanche", "name": "Le Brigadier", "date": "2012-10-09", "zipcode": 75009, "geometry": {"coordinates": [2.332111, 48.877599], "type": "Point"}, "recordid": "978d4bc68c9ebf81029d3e77274d2107777b8a75", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.826494, 2.359987], "address": "26 rue du Docteur Magnan", "name": "L'\u00e2ge d'or", "date": "2012-03-07", "zipcode": 75013, "geometry": {"coordinates": [2.359987, 48.826494], "type": "Point"}, "recordid": "40bffbdc0c9ed1cbce820fed875d7c21d8964640", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.883717, 2.326861], "address": "Place de Clichy", "name": "Bagels & Coffee Corner", "date": "2012-03-07", "zipcode": 75017, "geometry": {"coordinates": [2.326861, 48.883717], "type": "Point"}, "recordid": "262facde9b8c4568c9ba7fbce8f069ff8c76948d", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.835843, 2.278501], "address": "10 boulevard Victor", "name": "Caf\u00e9 Victor", "date": "2012-03-07", "zipcode": 75015, "geometry": {"coordinates": [2.278501, 48.835843], "type": "Point"}, "recordid": "e5817ec44ac5a7ea2e4a34b6a2e13d535156642b", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.845337, 2.379024], "address": "54, avenue Daumesnil", "name": "L'empreinte", "date": "2012-03-07", "zipcode": 75012, "geometry": {"coordinates": [2.379024, 48.845337], "type": "Point"}, "recordid": "b96ddd35cbbf5d93aaff79487afdf083b5ff0817", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.857312, 2.379055], "address": "93, rue de la Roquette", "name": "L'horizon", "date": "2012-03-07", "zipcode": 75011, "geometry": {"coordinates": [2.379055, 48.857312], "type": "Point"}, "recordid": "84c6b7335e7f82ac942c4f398723ec99076f148d", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.835878, 2.395723], "address": "34 bis rue de Wattignies", "name": "Au pays de Vannes", "date": "2012-06-27", "zipcode": 75012, "geometry": {"coordinates": [2.395723, 48.835878], "type": "Point"}, "recordid": "a17869dbb9d0d5b1e5ed7bb288053900b04ee944", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.85413, 2.323539], "address": "36 rue de Varenne", "name": "Caf\u00e9 Varenne", "date": "2012-06-27", "zipcode": 75007, "geometry": {"coordinates": [2.323539, 48.85413], "type": "Point"}, "recordid": "a26ec0d5fca47b8de77d862ad8a99b75bb520a09", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.855161, 2.360218], "address": "125 Rue Saint-Antoine", "name": "l'El\u00e9phant du nil", "date": "2012-06-27", "zipcode": 75004, "geometry": {"coordinates": [2.360218, 48.855161], "type": "Point"}, "recordid": "7b7ceefd1f9ed85041265c9577e0dc8bee01d45a", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.8357, 2.292961], "address": "354 bis rue Vaugirard", "name": "Le Comptoir", "date": "2012-06-27", "zipcode": 75015, "geometry": {"coordinates": [2.292961, 48.8357], "type": "Point"}, "recordid": "59d8fa304e535f4eb41f9746028034c9b30cbde4", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.835451, 2.292515], "address": "358 rue de Vaugirard", "name": "Le Parc Vaugirard", "date": "2012-06-27", "zipcode": 75015, "geometry": {"coordinates": [2.292515, 48.835451], "type": "Point"}, "recordid": "19f655206a8446959c8e796c2b3cb9001890f985", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.834972, 2.327007], "address": "58 rue Daguerre", "name": "le Zango", "date": "2012-06-27", "zipcode": 75014, "geometry": {"coordinates": [2.327007, 48.834972], "type": "Point"}, "recordid": "e1b54109015316a822747f788128f997a3478050", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.848887, 2.399972], "address": "3 rue de Lagny", "name": "Melting Pot", "date": "2012-06-27", "zipcode": 75020, "geometry": {"coordinates": [2.399972, 48.848887], "type": "Point"}, "recordid": "fd0de2cbf73e0a728cd73e4e2a9a4a9c646f76f2", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}
{"prix_terasse": "-", "geoloc": [48.892366, 2.317359], "address": "174 avenue de Clichy", "name": "Pari's Caf\u00e9", "date": "2012-06-27", "zipcode": 75017, "geometry": {"coordinates": [2.317359, 48.892366], "type": "Point"}, "recordid": "831446ae203f89de26d3300e625c20717e82d40a", "prix_salle": "-", "prix_comptoir": 1, "city": "Paris", "country": "France"}

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@ -0,0 +1,61 @@
import bonobo
from bonobo import examples
from bonobo.contrib.opendatasoft import OpenDataSoftAPI as ODSReader
from bonobo.examples.datasets.services import get_services
def get_graph(graph=None, *, _limit=(), _print=()):
graph = graph or bonobo.Graph()
producer = graph.add_chain(
ODSReader(
dataset='liste-des-cafes-a-un-euro',
netloc='opendata.paris.fr'
),
*_limit,
bonobo.UnpackItems(0),
bonobo.Rename(
name='nom_du_cafe',
address='adresse',
zipcode='arrondissement'
),
bonobo.Format(city='Paris', country='France'),
bonobo.OrderFields(
[
'name', 'address', 'zipcode', 'city', 'country',
'geometry', 'geoloc'
]
),
*_print,
)
# Comma separated values.
graph.add_chain(
bonobo.CsvWriter(
'coffeeshops.csv',
fields=['name', 'address', 'zipcode', 'city'],
delimiter=','
),
_input=producer.output,
)
# Standard JSON
graph.add_chain(
bonobo.JsonWriter(path='coffeeshops.json'),
_input=producer.output,
)
# Line-delimited JSON
graph.add_chain(
bonobo.LdjsonWriter(path='coffeeshops.ldjson'),
_input=producer.output,
)
return graph
if __name__ == '__main__':
parser = examples.get_argument_parser()
with bonobo.parse_args(parser) as options:
bonobo.run(get_graph(**examples.get_graph_options(options)), services=get_services())

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@ -1,183 +0,0 @@
name,address,zipcode,city
Coffee Chope,344Vrue Vaugirard,75015,Paris
Extérieur Quai,"5, rue d'Alsace",75010,Paris
Le Sully,6 Bd henri IV,75004,Paris
O q de poule,53 rue du ruisseau,75018,Paris
Le Pas Sage,1 Passage du Grand Cerf,75002,Paris
La Renaissance,112 Rue Championnet,75018,Paris
La Caravane,Rue de la Fontaine au Roi,75011,Paris
Le chantereine,51 Rue Victoire,75009,Paris
Le Müller,11 rue Feutrier,75018,Paris
Le drapeau de la fidelité,21 rue Copreaux,75015,Paris
Le café des amis,125 rue Blomet,75015,Paris
Le Café Livres,10 rue Saint Martin,75004,Paris
Le Bosquet,46 avenue Bosquet,75007,Paris
Le Chaumontois,12 rue Armand Carrel,75018,Paris
Le Kleemend's,34 avenue Pierre Mendès-France,75013,Paris
Café Pierre,202 rue du faubourg st antoine,75012,Paris
Les Arcades,61 rue de Ponthieu,75008,Paris
Le Square,31 rue Saint-Dominique,75007,Paris
Assaporare Dix sur Dix,"75, avenue Ledru-Rollin",75012,Paris
Au cerceau d'or,129 boulevard sebastopol,75002,Paris
Aux cadrans,21 ter boulevard Diderot,75012,Paris
Café antoine,17 rue Jean de la Fontaine,75016,Paris
Café de la Mairie (du VIII),rue de Lisbonne,75008,Paris
Café Lea,5 rue Claude Bernard,75005,Paris
Cardinal Saint-Germain,11 boulevard Saint-Germain,75005,Paris
Dédé la frite,52 rue Notre-Dame des Victoires,75002,Paris
La Bauloise,36 rue du hameau,75015,Paris
Le Bellerive,71 quai de Seine,75019,Paris
Le bistrot de Maëlle et Augustin,42 rue coquillère,75001,Paris
Le Dellac,14 rue Rougemont,75009,Paris
Le Felteu,1 rue Pecquay,75004,Paris
Le Reynou,2 bis quai de la mégisserie,75001,Paris
Le Saint Jean,23 rue des abbesses,75018,Paris
les montparnos,65 boulevard Pasteur,75015,Paris
Le Supercoin,"3, rue Baudelique",75018,Paris
Populettes,86 bis rue Riquet,75018,Paris
Au bon coin,49 rue des Cloys,75018,Paris
Le Couvent,69 rue Broca,75013,Paris
La Brûlerie des Ternes,111 rue mouffetard,75005,Paris
L'Écir,59 Boulevard Saint-Jacques,75014,Paris
Le Chat bossu,"126, rue du Faubourg Saint Antoine",75012,Paris
Denfert café,58 boulvevard Saint Jacques,75014,Paris
Le Café frappé,95 rue Montmartre,75002,Paris
La Perle,78 rue vieille du temple,75003,Paris
Le Descartes,1 rue Thouin,75005,Paris
Le petit club,55 rue de la tombe Issoire,75014,Paris
Le Plein soleil,90 avenue Parmentier,75011,Paris
Le Relais Haussmann,"146, boulevard Haussmann",75008,Paris
Le Malar,88 rue Saint-Dominique,75007,Paris
Au panini de la place,47 rue Belgrand,75020,Paris
Le Village,182 rue de Courcelles,75017,Paris
Pause Café,41 rue de Charonne,75011,Paris
Le Pure café,14 rue Jean Macé,75011,Paris
Extra old café,307 fg saint Antoine,75011,Paris
Chez Fafa,44 rue Vinaigriers,75010,Paris
En attendant l'or,3 rue Faidherbe,75011,Paris
Brûlerie San José,30 rue des Petits-Champs,75002,Paris
Café Martin,2 place Martin Nadaud,75001,Paris
Etienne,"14 rue Turbigo, Paris",75001,Paris
L'ingénu,184 bd Voltaire,75011,Paris
L'Olive,8 rue L'Olive,75018,Paris
Le Biz,18 rue Favart,75002,Paris
Le Cap Bourbon,1 rue Louis le Grand,75002,Paris
Le General Beuret,9 Place du General Beuret,75015,Paris
Le Germinal,95 avenue Emile Zola,75015,Paris
Le Ragueneau,202 rue Saint-Honoré,75001,Paris
Le refuge,72 rue lamarck,75018,Paris
Le sully,13 rue du Faubourg Saint Denis,75010,Paris
L'antre d'eux,16 rue DE MEZIERES,75006,Paris
Drole d'endroit pour une rencontre,58 rue de Montorgueil,75002,Paris
Le pari's café,104 rue caulaincourt,75018,Paris
Le Poulailler,60 rue saint-sabin,75011,Paris
Chai 33,33 Cour Saint Emilion,75012,Paris
L'Assassin,99 rue Jean-Pierre Timbaud,75011,Paris
l'Usine,1 rue d'Avron,75020,Paris
La Bricole,52 rue Liebniz,75018,Paris
le ronsard,place maubert,75005,Paris
Face Bar,82 rue des archives,75003,Paris
American Kitchen,49 rue bichat,75010,Paris
La Marine,55 bis quai de valmy,75010,Paris
Le Bloc,21 avenue Brochant,75017,Paris
La Recoleta au Manoir,229 avenue Gambetta,75020,Paris
Le Pareloup,80 Rue Saint-Charles,75015,Paris
La Brasserie Gaité,3 rue de la Gaité,75014,Paris
Café Zen,46 rue Victoire,75009,Paris
O'Breizh,27 rue de Penthièvre,75008,Paris
Le Petit Choiseul,23 rue saint augustin,75002,Paris
Invitez vous chez nous,7 rue Epée de Bois,75005,Paris
La Cordonnerie,142 Rue Saint-Denis 75002 Paris,75002,Paris
Le bal du pirate,60 rue des bergers,75015,Paris
zic zinc,95 rue claude decaen,75012,Paris
l'orillon bar,35 rue de l'orillon,75011,Paris
Le Zazabar,116 Rue de Ménilmontant,75020,Paris
L'Inévitable,22 rue Linné,75005,Paris
Le Dunois,77 rue Dunois,75013,Paris
Ragueneau,202 rue Saint Honoré,75001,Paris
Le Caminito,48 rue du Dessous des Berges,75013,Paris
Epicerie Musicale,55bis quai de Valmy,75010,Paris
Le petit Bretonneau,Le petit Bretonneau - à l'intérieur de l'Hôpital,75018,Paris
Le Centenaire,104 rue amelot,75011,Paris
La Montagne Sans Geneviève,13 Rue du Pot de Fer,75005,Paris
Les Pères Populaires,46 rue de Buzenval,75020,Paris
Cafe de grenelle,188 rue de Grenelle,75007,Paris
Le relais de la victoire,73 rue de la Victoire,75009,Paris
La chaumière gourmande,"Route de la Muette à Neuilly
Club hippique du Jardin dAcclimatation",75016,Paris
Le Brio,"216, rue Marcadet",75018,Paris
Caves populaires,22 rue des Dames,75017,Paris
Caprice café,12 avenue Jean Moulin,75014,Paris
Tamm Bara,7 rue Clisson,75013,Paris
L'anjou,1 rue de Montholon,75009,Paris
Café dans l'aerogare Air France Invalides,2 rue Robert Esnault Pelterie,75007,Paris
Waikiki,"10 rue d""Ulm",75005,Paris
Chez Prune,36 rue Beaurepaire,75010,Paris
Au Vin Des Rues,21 rue Boulard,75014,Paris
bistrot les timbrés,14 rue d'alleray,75015,Paris
Café beauveau,9 rue de Miromesnil,75008,Paris
Café Pistache,9 rue des petits champs,75001,Paris
La Cagnotte,13 Rue Jean-Baptiste Dumay,75020,Paris
le 1 cinq,172 rue de vaugirard,75015,Paris
Le Killy Jen,28 bis boulevard Diderot,75012,Paris
Les Artisans,106 rue Lecourbe,75015,Paris
Peperoni,83 avenue de Wagram,75001,Paris
le lutece,380 rue de vaugirard,75015,Paris
Brasiloja,16 rue Ganneron,75018,Paris
Rivolux,16 rue de Rivoli,75004,Paris
L'européen,21 Bis Boulevard Diderot,75012,Paris
NoMa,39 rue Notre Dame de Nazareth,75003,Paris
O'Paris,1 Rue des Envierges,75020,Paris
Café Clochette,16 avenue Richerand,75010,Paris
La cantoche de Paname,40 Boulevard Beaumarchais,75011,Paris
Le Saint René,148 Boulevard de Charonne,75020,Paris
La Liberté,196 rue du faubourg saint-antoine,75012,Paris
Chez Rutabaga,16 rue des Petits Champs,75002,Paris
Le BB (Bouchon des Batignolles),2 rue Lemercier,75017,Paris
La Brocante,10 rue Rossini,75009,Paris
Le Plomb du cantal,3 rue Gaîté,75014,Paris
Les caves populaires,22 rue des Dames,75017,Paris
Chez Luna,108 rue de Ménilmontant,75020,Paris
Le bar Fleuri,1 rue du Plateau,75019,Paris
Trois pièces cuisine,101 rue des dames,75017,Paris
Le Zinc,61 avenue de la Motte Picquet,75015,Paris
La cantine de Zoé,136 rue du Faubourg poissonnière,75010,Paris
Les Vendangeurs,6/8 rue Stanislas,75006,Paris
L'avant comptoir,3 carrefour de l'Odéon,75006,Paris
Botak cafe,1 rue Paul albert,75018,Paris
le chateau d'eau,67 rue du Château d'eau,75010,Paris
Bistrot Saint-Antoine,58 rue du Fbg Saint-Antoine,75012,Paris
Chez Oscar,11/13 boulevard Beaumarchais,75004,Paris
Le Fronton,63 rue de Ponthieu,75008,Paris
Le Piquet,48 avenue de la Motte Picquet,75015,Paris
Le Tournebride,104 rue Mouffetard,75005,Paris
maison du vin,52 rue des plantes,75014,Paris
L'entrepôt,157 rue Bercy 75012 Paris,75012,Paris
Le café Monde et Médias,Place de la République,75003,Paris
Café rallye tournelles,11 Quai de la Tournelle,75005,Paris
Brasserie le Morvan,61 rue du château d'eau,75010,Paris
Chez Miamophile,6 rue Mélingue,75019,Paris
Panem,18 rue de Crussol,75011,Paris
Petits Freres des Pauvres,47 rue de Batignolles,75017,Paris
Café Dupont,198 rue de la Convention,75015,Paris
L'Angle,28 rue de Ponthieu,75008,Paris
Institut des Cultures d'Islam,19-23 rue Léon,75018,Paris
Canopy Café associatif,19 rue Pajol,75018,Paris
L'Entracte,place de l'opera,75002,Paris
Le Sévigné,15 rue du Parc Royal,75003,Paris
Le Café d'avant,35 rue Claude Bernard,75005,Paris
Le Lucernaire,53 rue Notre-Dame des Champs,75006,Paris
Le Brigadier,12 rue Blanche,75009,Paris
L'âge d'or,26 rue du Docteur Magnan,75013,Paris
Bagels & Coffee Corner,Place de Clichy,75017,Paris
Café Victor,10 boulevard Victor,75015,Paris
L'empreinte,"54, avenue Daumesnil",75012,Paris
L'horizon,"93, rue de la Roquette",75011,Paris
Au pays de Vannes,34 bis rue de Wattignies,75012,Paris
Café Varenne,36 rue de Varenne,75007,Paris
l'Eléphant du nil,125 Rue Saint-Antoine,75004,Paris
Le Comptoir,354 bis rue Vaugirard,75015,Paris
Le Parc Vaugirard,358 rue de Vaugirard,75015,Paris
le Zango,58 rue Daguerre,75014,Paris
Melting Pot,3 rue de Lagny,75020,Paris
Pari's Café,174 avenue de Clichy,75017,Paris

View File

@ -16,11 +16,10 @@ and a flat txt file.
import json import json
from colorama import Fore, Style
import bonobo import bonobo
from bonobo.commands import get_default_services from bonobo import examples
from bonobo.contrib.opendatasoft import OpenDataSoftAPI from bonobo.contrib.opendatasoft import OpenDataSoftAPI
from bonobo.examples.datasets.services import get_services
try: try:
import pycountry import pycountry
@ -29,8 +28,7 @@ except ImportError as exc:
'You must install package "pycountry" to run this example.' 'You must install package "pycountry" to run this example.'
) from exc ) from exc
API_DATASET = 'fablabs-in-the-world' API_DATASET = 'fablabs@public-us'
API_NETLOC = 'datanova.laposte.fr'
ROWS = 100 ROWS = 100
@ -40,65 +38,28 @@ def _getlink(x):
def normalize(row): def normalize(row):
result = { result = {
** **row,
row,
'links': list(filter(None, map(_getlink, json.loads(row.get('links'))))), 'links': list(filter(None, map(_getlink, json.loads(row.get('links'))))),
'country': pycountry.countries.get(alpha_2=row.get('country_code', '').upper()).name, 'country': pycountry.countries.get(alpha_2=row.get('country_code', '').upper()).name,
} }
return result return result
def display(row): def get_graph(graph=None, *, _limit=(), _print=()):
print(Style.BRIGHT, row.get('name'), Style.RESET_ALL, sep='') graph = graph or bonobo.Graph()
graph.add_chain(
OpenDataSoftAPI(dataset=API_DATASET),
*_limit,
normalize,
bonobo.UnpackItems(0),
*_print,
bonobo.JsonWriter(path='fablabs.json'),
)
return graph
address = list(
filter(
None, (
' '.join(
filter(
None, (
row.get('postal_code', None),
row.get('city', None)
)
)
),
row.get('county', None),
row.get('country'),
)
)
)
print(
' - {}address{}: {address}'.format(
Fore.BLUE, Style.RESET_ALL, address=', '.join(address)
)
)
print(
' - {}links{}: {links}'.format(
Fore.BLUE, Style.RESET_ALL, links=', '.join(row['links'])
)
)
print(
' - {}geometry{}: {geometry}'.format(
Fore.BLUE, Style.RESET_ALL, **row
)
)
print(
' - {}source{}: {source}'.format(
Fore.BLUE, Style.RESET_ALL, source='datanova/' + API_DATASET
)
)
graph = bonobo.Graph(
OpenDataSoftAPI(
dataset=API_DATASET, netloc=API_NETLOC, timezone='Europe/Paris'
),
normalize,
bonobo.Filter(filter=lambda row: row.get('country') == 'France'),
bonobo.JsonWriter(path='fablabs.txt', ioformat='arg0'),
bonobo.Tee(display),
)
if __name__ == '__main__': if __name__ == '__main__':
bonobo.run(graph, services=get_default_services(__file__)) parser = examples.get_argument_parser()
with bonobo.parse_args(parser) as options:
bonobo.run(get_graph(**examples.get_graph_options(options)), services=get_services())

File diff suppressed because one or more lines are too long

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@ -0,0 +1,7 @@
import bonobo
def get_services():
return {
'fs': bonobo.open_fs(bonobo.get_examples_path('datasets'))
}

View File

@ -54,7 +54,9 @@ class ExecutorStrategy(Strategy):
with node: with node:
node.loop() node.loop()
except: except:
logging.getLogger(__name__).critical('Critical error in threadpool node starter.', exc_info=sys.exc_info()) logging.getLogger(__name__).critical(
'Critical error in threadpool node starter.', exc_info=sys.exc_info()
)
try: try:
futures.append(executor.submit(_runner)) futures.append(executor.submit(_runner))

View File

@ -16,6 +16,7 @@ __all__ = [
'FixedWindow', 'FixedWindow',
'Format', 'Format',
'Limit', 'Limit',
'OrderFields',
'PrettyPrinter', 'PrettyPrinter',
'Rename', 'Rename',
'SetFields', 'SetFields',
@ -196,8 +197,39 @@ class FixedWindow(Configurable):
buffer.set([]) buffer.set([])
@transformation_factory
def OrderFields(fields):
"""
Transformation factory to reorder fields in a data stream.
:param fields:
:return: callable
"""
fields = list(fields)
@use_context
@use_raw_input
def _OrderFields(context, row):
nonlocal fields
context.setdefault('remaining', None)
if not context.output_type:
context.remaining = list(sorted(set(context.get_input_fields()) - set(fields)))
context.set_output_fields(fields + context.remaining)
yield tuple(row.get(field) for field in context.get_output_fields())
return _OrderFields
@transformation_factory @transformation_factory
def SetFields(fields): def SetFields(fields):
"""
Transformation factory that sets the field names on first iteration, without touching the values.
:param fields:
:return: callable
"""
@use_context @use_context
@use_no_input @use_no_input
def _SetFields(context): def _SetFields(context):