diff --git a/.gitignore b/.gitignore
index bd2fd1a81cb55051dfd1e7a17be52a8a944af88d..6957b4c7081c35cac0071ad91bd4ad0c1730073b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -126,3 +126,5 @@ dmypy.json
# Pyre type checker
.pyre/
+# vim
+*.sw[op]
diff --git a/README.md b/README.md
index 446952f6aa4c24660932811dba9138fd586635bc..dc1b21b161492bc55ac7a4b56dfac8c09d6a2e97 100644
--- a/README.md
+++ b/README.md
@@ -40,6 +40,16 @@ La liste complète des arguments est visible en executant la commande suivante:
python tools/alias_copier.py --help
```
+## Tests
+
+Install pytest
+
+ pip install pytest
+
+Run the tests
+
+ python -m pytest
+
# TODO
* producing indexation reports out of log messages (cf. the branches `Denis_clean_full_datalogger_31Oct` and `Denis_full_datalogs_Stack_October_31`)
diff --git a/lib/postgis_helper.py b/lib/postgis_helper.py
index 35ffd02aff482be03bd92872859bfe6bb462e218..85fd00838829bcdb11570129149ca34381c98088 100644
--- a/lib/postgis_helper.py
+++ b/lib/postgis_helper.py
@@ -33,8 +33,8 @@ TYPE_PRIORITY_ORDER = (
)
-VALID_IP_ADDRESS_REGEX = '(([0-9]|[1-9][0-9]|1[0-9]{2}|2[0-4][0-9]|25[0-5])\.){3}([0-9]|[1-9][0-9]|1[0-9]{2}|2[0-4][0-9]|25[0-5])'
-VALID_HOSTNAME_ADDRESS = '(([a-zA-Z0-9]|[a-zA-Z0-9][a-zA-Z0-9\-]*[a-zA-Z0-9])\.)*([A-Za-z0-9]|[A-Za-z0-9][A-Za-z0-9\-]*[A-Za-z0-9])'
+VALID_IP_ADDRESS_REGEX = r'(([0-9]|[1-9][0-9]|1[0-9]{2}|2[0-4][0-9]|25[0-5])\.){3}([0-9]|[1-9][0-9]|1[0-9]{2}|2[0-4][0-9]|25[0-5])'
+VALID_HOSTNAME_ADDRESS = r'(([a-zA-Z0-9]|[a-zA-Z0-9][a-zA-Z0-9\-]*[a-zA-Z0-9])\.)*([A-Za-z0-9]|[A-Za-z0-9][A-Za-z0-9\-]*[A-Za-z0-9])'
class Remote(object):
@@ -142,10 +142,10 @@ class Remote(object):
for elt in value:
return evaluate(elt)
if isinstance(value, str):
- if re.match("^\d+?\.\d+?$", value):
+ if re.match(r"^\d+?\.\d+?$", value):
# TODO float/double
return 'float'
- elif re.match("^-?(?!0)\d+$", value):
+ elif re.match(r"^-?(?!0)\d+$", value):
# TODO short/integer/long
return 'int'
# TODO: date... ip... binary... object... boolean...
diff --git a/lib/type_utils.py b/lib/type_utils.py
index b2aa4707b9c50660f8ef33c151461d99b83ab8b8..f2eea968514e9aa9a54f741b99b32c1e80481c8f 100644
--- a/lib/type_utils.py
+++ b/lib/type_utils.py
@@ -12,10 +12,10 @@ def detect_type_new(value):
for elt in value:
return evaluate(elt)
if isinstance(value, str):
- if re.match("^\d+?\.\d+?$", value):
+ if re.match(r"^\d+?\.\d+?$", value):
# TODO float/double
return 'float'
- elif re.match("^-?(?!0)\d+$", value):
+ elif re.match(r"^-?(?!0)\d+$", value):
# TODO short/integer/long
return 'int'
# TODO: date... ip... binary... object... boolean...
diff --git a/tests/data/field_catalog_by_field.json b/tests/data/field_catalog_by_field.json
new file mode 100644
index 0000000000000000000000000000000000000000..939948e71c4f16daa6517cf65940a4529accbb6c
--- /dev/null
+++ b/tests/data/field_catalog_by_field.json
@@ -0,0 +1,32786 @@
+{
+ "analyzed_docs": 6444766,
+ "fields": {
+ "a_tpn": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "a_tpn_d": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "a_tpn_dn": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "a_tpn_g": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "a_tpn_gn": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "a_tpn_r": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "a_tpn_rn": {
+ "tuba/edf_limonest.candelabre": {
+ "types": {
+ "float": 3165
+ }
+ }
+ },
+ "abnormaltraffictype": {
+ "rdata/pvo_patrimoine_voirie.pvoevenement": {
+ "types": {
+ "NoneType": 33,
+ "str": 2
+ }
+ }
+ },
+ "abri": {
+ "grandlyon/pvo_patrimoine_voirie.pvostationtaxi": {
+ "types": {
+ "NoneType": 4,
+ "str": 104
+ }
+ }
+ },
+ "abrite": {
+ "grandlyon/pvo_patrimoine_voirie.pvostationnementvelo": {
+ "types": {
+ "NoneType": 2,
+ "str": 3282
+ }
+ }
+ },
+ "acceptedpaymentmethod": {
+ "rdata/lpa_mobilite.parking_lpa_2_0_0": {
+ "types": {
+ "NoneType": 6
+ }
+ }
+ },
+ "acceptedpaymentmethod.0": {
+ "rdata/lpa_mobilite.parking_lpa_2_0_0": {
+ "types": {
+ "str": 113
+ }
+ }
+ },
+ "acces": {
+ "grandlyon/bron.parcjardin_latest": {
+ "types": {
+ "NoneType": 8
+ }
+ },
+ "grandlyon/champagne.parcjardin_latest": {
+ "types": {
+ "str": 6
+ }
+ },
+ "grandlyon/com_donnees_communales.comparcjardin_1_0_0": {
+ "types": {
+ "NoneType": 16,
+ "str": 348
+ }
+ },
+ "grandlyon/lyon.parcjardin_latest": {
+ "types": {
+ "str": 296
+ }
+ },
+ "grandlyon/mions.parcjardin_latest": {
+ "types": {
+ "str": 7
+ }
+ },
+ "grandlyon/rillieux.parcjardin_latest": {
+ "types": {
+ "NoneType": 8
+ }
+ },
+ "grandlyon/saintcyr.parcjardin_latest": {
+ "types": {
+ "str": 2
+ }
+ },
+ "grandlyon/saintdidier.parcjardin_latest": {
+ "types": {
+ "str": 2
+ }
+ },
+ "grandlyon/vaulx.parcjardin_latest": {
+ "types": {
+ "str": 35
+ }
+ }
+ },
+ "acces_handicap": {
+ "grandlyon/vdl_vie_citoyenne.bureau_de_vote": {
+ "types": {
+ "NoneType": 13,
+ "str": 281
+ }
+ }
+ },
+ "acceshan": {
+ "grandlyon/bron.bureauvote_1_0_0": {
+ "types": {
+ "str": 26
+ }
+ },
+ "grandlyon/bron.bureauvote_latest": {
+ "types": {
+ "str": 26
+ }
+ },
+ "grandlyon/bron.toilettepublique_latest": {
+ "types": {
+ "str": 3
+ }
+ },
+ "grandlyon/champagne.bureauvote_1_0_0": {
+ "types": {
+ "str": 5
+ }
+ },
+ "grandlyon/champagne.bureauvote_latest": {
+ "types": {
+ "str": 5
+ }
+ },
+ "grandlyon/champagne.toilettepublique_latest": {
+ "types": {
+ "str": 4
+ }
+ },
+ "grandlyon/com_donnees_communales.combureauvote_1_0_0": {
+ "types": {
+ "str": 201
+ }
+ },
+ "grandlyon/com_donnees_communales.combureauvote_2_0_0": {
+ "types": {
+ "str": 201
+ }
+ },
+ "grandlyon/com_donnees_communales.comtoilettepublique_1_0_0": {
+ "types": {
+ "NoneType": 16,
+ "str": 177
+ }
+ },
+ "grandlyon/lyon.toilettepublique_latest": {
+ "types": {
+ "str": 141
+ }
+ },
+ "grandlyon/mions.bureauvote_1_0_0": {
+ "types": {
+ "str": 10
+ }
+ },
+ "grandlyon/mions.bureauvote_latest": {
+ "types": {
+ "str": 10
+ }
+ },
+ "grandlyon/mions.toilettepublique_latest": {
+ "types": {
+ "str": 2
+ }
+ },
+ "grandlyon/rillieux.bureauvote_1_0_0": {
+ "types": {
+ "str": 18
+ }
+ },
+ "grandlyon/rillieux.bureauvote_latest": {
+ "types": {
+ "str": 18
+ }
+ },
+ "grandlyon/rillieux.toilettepublique_latest": {
+ "types": {
+ "NoneType": 9
+ }
+ },
+ "grandlyon/saintcyr.bureauvote_1_0_0": {
+ "types": {
+ "str": 5
+ }
+ },
+ "grandlyon/saintcyr.bureauvote_latest": {
+ "types": {
+ "str": 5
+ }
+ },
+ "grandlyon/saintcyr.toilettepublique_latest": {
+ "types": {
+ "str": 3
+ }
+ },
+ "grandlyon/saintdidier.bureauvote_1_0_0": {
+ "types": {
+ "str": 6
+ }
+ },
+ "grandlyon/saintdidier.bureauvote_latest": {
+ "types": {
+ "str": 6
+ }
+ },
+ "grandlyon/saintdidier.toilettepublique_latest": {
+ "types": {
+ "str": 4
+ }
+ },
+ "grandlyon/saintpriest.bureauvote_1_0_0": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/saintpriest.bureauvote_latest": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/vaulx.bureauvote_1_0_0": {
+ "types": {
+ "str": 20
+ }
+ },
+ "grandlyon/vaulx.bureauvote_latest": {
+ "types": {
+ "str": 20
+ }
+ },
+ "grandlyon/vaulx.toilettepublique_latest": {
+ "types": {
+ "NoneType": 7,
+ "str": 7
+ }
+ },
+ "grandlyon/villeurbanne.bureauvote_1_0_0": {
+ "types": {
+ "str": 79
+ }
+ },
+ "grandlyon/villeurbanne.bureauvote_latest": {
+ "types": {
+ "str": 79
+ }
+ },
+ "grandlyon/villeurbanne.toilettepublique_latest": {
+ "types": {
+ "str": 13
+ }
+ }
+ },
+ "acceshandi": {
+ "grandlyon/adr_voie_lieu.adrtoilettepublique_1_0_0": {
+ "types": {
+ "NoneType": 224,
+ "bool": 210
+ }
+ },
+ "grandlyon/adr_voie_lieu.toilettepublique_latest": {
+ "types": {
+ "NoneType": 224,
+ "bool": 210
+ }
+ }
+ },
+ "accessibilite": {
+ "grandlyon/ter_territoire.point_distribution_met": {
+ "types": {
+ "NoneType": 1365
+ }
+ }
+ },
+ "accessibilite_exterieure": {
+ "grandlyon/chassieu_equipements.defibrillateurs": {
+ "types": {
+ "str": 14
+ }
+ }
+ },
+ "acheteur_id": {
+ "grandlyon/daj_affaires_juridiques.marches": {
+ "types": {
+ "int": 269
+ }
+ }
+ },
+ "acheteur_nom": {
+ "grandlyon/daj_affaires_juridiques.marches": {
+ "types": {
+ "str": 269
+ }
+ }
+ },
+ "achevement": {
+ "grandlyon/pvo_patrimoine_voirie.pvostationvelov": {
+ "types": {
+ "NoneType": 409,
+ "str": 13
+ }
+ }
+ },
+ "acte": {
+ "grandlyon/plu_h_opposable.plurisqtc": {
+ "types": {
+ "NoneType": 94
+ }
+ }
+ },
+ "activite": {
+ "grandlyon/gic_collecte.gicsitetraitement": {
+ "types": {
+ "str": 11
+ }
+ }
+ },
+ "address": {
+ "grandlyon/adr_voie_lieu.adrequiculturepct": {
+ "types": {
+ "NoneType": 4
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrequippiscinepct": {
+ "types": {
+ "NoneType": 1
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct": {
+ "types": {
+ "NoneType": 3
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct_2_0_0": {
+ "types": {
+ "NoneType": 3
+ }
+ },
+ "rdata/demo.demovelov": {
+ "types": {
+ "NoneType": 1,
+ "str": 348
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov": {
+ "types": {
+ "NoneType": 15,
+ "str": 407
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov_2154": {
+ "types": {
+ "NoneType": 1,
+ "str": 347
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov_2_0_0": {
+ "types": {
+ "NoneType": 15,
+ "str": 407
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov_latest": {
+ "types": {
+ "NoneType": 15,
+ "str": 407
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov_proj": {
+ "types": {
+ "NoneType": 15,
+ "str": 407
+ }
+ }
+ },
+ "address.addressCountry": {
+ "grandlyon/adr_voie_lieu.adrequiculturepct": {
+ "types": {
+ "str": 93
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrequippiscinepct": {
+ "types": {
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+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct": {
+ "types": {
+ "str": 76
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct_2_0_0": {
+ "types": {
+ "str": 76
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_2_0_0": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_3_0_0": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_latest": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_2_0_0": {
+ "types": {
+ "str": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_3_0_0": {
+ "types": {
+ "str": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_latest": {
+ "types": {
+ "str": 12
+ }
+ }
+ },
+ "address.addressLocality": {
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+ "types": {
+ "str": 93
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct": {
+ "types": {
+ "NoneType": 1,
+ "str": 75
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct_2_0_0": {
+ "types": {
+ "NoneType": 1,
+ "str": 75
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_2_0_0": {
+ "types": {
+ "NoneType": 1,
+ "str": 31
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_3_0_0": {
+ "types": {
+ "NoneType": 1,
+ "str": 31
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_latest": {
+ "types": {
+ "NoneType": 1,
+ "str": 31
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_2_0_0": {
+ "types": {
+ "str": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_3_0_0": {
+ "types": {
+ "str": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_latest": {
+ "types": {
+ "str": 12
+ }
+ }
+ },
+ "address.adressLocality": {
+ "grandlyon/adr_voie_lieu.adrequippiscinepct": {
+ "types": {
+ "str": 38
+ }
+ }
+ },
+ "address.postalCode": {
+ "grandlyon/adr_voie_lieu.adrequiculturepct": {
+ "types": {
+ "int": 93
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrequippiscinepct": {
+ "types": {
+ "int": 38
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct": {
+ "types": {
+ "NoneType": 1,
+ "int": 75
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct_2_0_0": {
+ "types": {
+ "NoneType": 1,
+ "int": 75
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_2_0_0": {
+ "types": {
+ "NoneType": 1,
+ "int": 31
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_3_0_0": {
+ "types": {
+ "NoneType": 1,
+ "int": 31
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_latest": {
+ "types": {
+ "NoneType": 1,
+ "int": 31
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_2_0_0": {
+ "types": {
+ "int": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_3_0_0": {
+ "types": {
+ "int": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_latest": {
+ "types": {
+ "int": 12
+ }
+ }
+ },
+ "address.schema:addressCountry": {
+ "rdata/lpa_mobilite.entree_parking": {
+ "types": {
+ "str": 70
+ }
+ },
+ "rdata/lpa_mobilite.logistique_urbaine": {
+ "types": {
+ "str": 3
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpa_2_0_0": {
+ "types": {
+ "str": 35
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpaco_2_0_0": {
+ "types": {
+ "str": 122
+ }
+ }
+ },
+ "address.schema:addressLocality": {
+ "rdata/lpa_mobilite.entree_parking": {
+ "types": {
+ "str": 70
+ }
+ },
+ "rdata/lpa_mobilite.logistique_urbaine": {
+ "types": {
+ "str": 3
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpa_2_0_0": {
+ "types": {
+ "str": 35
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpaco_2_0_0": {
+ "types": {
+ "str": 122
+ }
+ }
+ },
+ "address.schema:postalCode": {
+ "rdata/lpa_mobilite.entree_parking": {
+ "types": {
+ "int": 70
+ }
+ },
+ "rdata/lpa_mobilite.logistique_urbaine": {
+ "types": {
+ "int": 3
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpa_2_0_0": {
+ "types": {
+ "int": 35
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpaco_2_0_0": {
+ "types": {
+ "int": 122
+ }
+ }
+ },
+ "address.schema:streetAddress": {
+ "rdata/lpa_mobilite.entree_parking": {
+ "types": {
+ "NoneType": 1,
+ "str": 69
+ }
+ },
+ "rdata/lpa_mobilite.logistique_urbaine": {
+ "types": {
+ "str": 3
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpa_2_0_0": {
+ "types": {
+ "str": 35
+ }
+ },
+ "rdata/lpa_mobilite.parking_lpaco_2_0_0": {
+ "types": {
+ "str": 122
+ }
+ }
+ },
+ "address.streetAddress": {
+ "grandlyon/adr_voie_lieu.adrequiculturepct": {
+ "types": {
+ "str": 93
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrequippiscinepct": {
+ "types": {
+ "str": 38
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct": {
+ "types": {
+ "str": 76
+ }
+ },
+ "grandlyon/adr_voie_lieu.adrmairiepct_2_0_0": {
+ "types": {
+ "str": 76
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_2_0_0": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_3_0_0": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/gip_proprete.gipdecheterie_latest": {
+ "types": {
+ "str": 32
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_2_0_0": {
+ "types": {
+ "str": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_3_0_0": {
+ "types": {
+ "str": 12
+ }
+ },
+ "grandlyon/gip_proprete.gipdonnerie_latest": {
+ "types": {
+ "str": 12
+ }
+ }
+ },
+ "address2": {
+ "rdata/demo.demovelov": {
+ "types": {
+ "NoneType": 185,
+ "str": 164
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov": {
+ "types": {
+ "NoneType": 226,
+ "str": 196
+ }
+ },
+ "rdata/jcd_jcdecaux.jcdvelov_2154": {
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+ }
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+ "types": {
+ "float": 62
+ }
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+ "types": {
+ "float": 56
+ }
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+ "types": {
+ "float": 1365
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+ "float": 61
+ }
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+ "types": {
+ "NoneType": 20,
+ "float": 22
+ }
+ }
+ },
+ "youtube": {
+ "grandlyon/adr_voie_lieu.adrmairiepct_2_0_0": {
+ "types": {
+ "NoneType": 67,
+ "str": 12
+ }
+ }
+ },
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+ "grandlyon/evg_esp_veg.evgmarezonehumide": {
+ "types": {
+ "str": 743
+ }
+ }
+ },
+ "zmaxi": {
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+ "types": {
+ "float": 482011
+ }
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+ "zmini": {
+ "grandlyon/fpc_fond_plan_communaut.fpctoit": {
+ "types": {
+ "float": 482011
+ }
+ }
+ },
+ "zonage": {
+ "grandlyon/plu_h_opposable.pluzone": {
+ "types": {
+ "NoneType": 1,
+ "str": 4264
+ }
+ },
+ "grandlyon/pos_opposable.posdetail": {
+ "types": {
+ "NoneType": 18614
+ }
+ },
+ "grandlyon/pos_opposable.poszone": {
+ "types": {
+ "NoneType": 1,
+ "str": 4068
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+ }
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+ "zone": {
+ "grandlyon/plu_h_opposable.pluzone": {
+ "types": {
+ "NoneType": 1,
+ "str": 4264
+ }
+ }
+ },
+ "zone_preemption": {
+ "grandlyon/evg_esp_veg.envens": {
+ "types": {
+ "str": 22
+ }
+ }
+ },
+ "zonecirculationapaisee": {
+ "grandlyon/pvo_patrimoine_voirie.pvoamenagementcyclable": {
+ "types": {
+ "NoneType": 2021,
+ "str": 1192
+ }
+ }
+ },
+ "zoom": {
+ "grandlyon/pvo_patrimoine_voirie.pvotronconwebcriter": {
+ "types": {
+ "int": 3035
+ }
+ },
+ "rdata/pvo_patrimoine_voirie.pvotrafic": {
+ "types": {
+ "int": 3035
+ }
+ }
+ },
+ "zsol": {
+ "grandlyon/eau_general.eausitepluvio": {
+ "types": {
+ "NoneType": 6,
+ "float": 25
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+}
diff --git a/tests/test_field_type_detector.py b/tests/test_field_type_detector.py
new file mode 100644
index 0000000000000000000000000000000000000000..d2a82246ee8025af6f9400e605a5a4429f930285
--- /dev/null
+++ b/tests/test_field_type_detector.py
@@ -0,0 +1,77 @@
+from tools import field_type_detector
+import json
+
+import pytest
+
+@pytest.fixture(scope="module")
+def catalog():
+ with open("tests/data/field_catalog_by_field.json", 'r') as fp:
+ field_catalog_by_field = json.load(fp)
+ return field_catalog_by_field
+
+
+@pytest.mark.parametrize('field,expected_type',
+ [
+ # acces, {None, 'str'} => str wins!
+ ('acces', 'str'),
+ # altitude, {'int', 'float'} => float wins!
+ ('altitude', 'float'),
+ # date, {'date', 'str', 'datetime'} => str wins!
+ ('date', 'str'),
+ # date_fin, {None, 'date', 'datetime'} => str wins! heu datetime ?
+ ('date_fin', 'datetime'),
+ # Type conflict: date_debut, {'int', 'date', 'datetime'} => str wins!
+ ('date_debut', 'str'),
+ # date_ouverture, {'date', 'str'} => str wins!
+ ('date_ouverture', 'str'),
+ # datecreation, {'date', 'datetime'} => str wins! heu datetime ?
+ ('datecreation', 'datetime'),
+ # identifiant, {None, 'int', 'str'} => str wins!
+ ('identifiant', 'str'),
+ # identifiantads, {None, 'int'} => str wins! euh int ?
+ ('identifiantads', 'int'),
+ # facea, {'bool', None} => str wins! euh bool
+ ('facea', 'bool'),
+ # last_update, {None, 'datetime'} => str wins! euh datetime ?
+ ('last_update', 'datetime'),
+ # numero, {None, 'float', 'int', 'str'} => str wins!
+ ('numero', 'str'),
+ # numerodansvoie, {'int', 'str'} => str wins!
+ ('numerodansvoie', 'str'),
+ # longueur, {'int', 'float', 'str'} => str wins!
+ ('numero', 'str'),
+ # sens, {'int', 'str'} => str wins!
+ ('sens', 'str'),
+
+
+ # Données sans elections :
+ ('ascenseur', 'bool'),
+ ('datechangement', 'date'),
+ ('creationtime', 'datetime'),
+ ('a_tpn', 'float'),
+ ('available_bike_stands', 'int'),
+ ('acceptedpaymentmethod', None),
+ ('acceptedpaymentmethod.0', 'str')
+
+ ])
+def test_elect_field_type( field, expected_type, catalog):
+
+ field_catalogue = {
+ "fields": {
+ field: catalog['fields'][field]
+ }
+ }
+ result = field_type_detector.elect_field_type(field_catalogue)
+
+ assert result == {field: expected_type}
+
+
+def test_types_present(catalog):
+ types = set()
+
+ for field, columns in catalog['fields'].items():
+ for column, field_types in columns.items():
+ for field_type in field_types['types'].keys():
+ types.add(field_type)
+
+ assert types == {'int', 'date', 'str', 'NoneType', 'bool', 'datetime', 'float'}
diff --git a/tools/field_type_detector.py b/tools/field_type_detector.py
index 9dea1e3387a5512221fc7235d94c77e028b9520b..6562f1d07f48a4dabf6ecd911a7ef58f88f36b8b 100644
--- a/tools/field_type_detector.py
+++ b/tools/field_type_detector.py
@@ -110,22 +110,20 @@ def elect_field_type( data ):
#if not all(x==found_types[0] for x in found_types): # NOT SAME TYPE: WHICH ONE TO CHOOSE?
if len( found_types ) > 1:
- logging.warn('Conflicting datatypes for field "%s" within the table %s.' % (k, db_schema_table))
+ logging.warning('Conflicting datatypes for field "%s" within the table %s.' % (k, db_schema_table))
#print('WARNING - MIXED TYPES', parsed_types)
- #logging.warn('WARNING - MIXED TYPES %s' % found_types)
+ #logging.warning('WARNING - MIXED TYPES %s' % found_types)
if 'str' in found_types:
- logging.warn('Found %s => str wins the election!' % found_types)
+ logging.warning('Found %s => str wins the election!' % found_types)
types[k].append('str')
- #continue
elif found_types == set(['int', 'float']):
- logging.warn('Found %s => float wins the election!' % found_types)
+ logging.warning('Found %s => float wins the election!' % found_types)
types[k].append('float')
- #continue
else:
- logging.warn('Found %s => str wins the election!' % found_types)
+ logging.warning('Found %s => str wins the election!' % found_types)
types[k].append('str')
# elif parsed_types == []:
@@ -140,14 +138,27 @@ def elect_field_type( data ):
# inter-dataset election
for k, v in types.items():
if len( set(v) ) > 1:# and 'null' not in set(v):
- #logging.warn('Type conflict: %s, %s' % (k, set(v)))
+ v = set(filter(None, v))
- # TODO: how to resolve conflicts?
- if set(v) == set(['int','float']):
- logging.warn( 'Type conflict: %s, %s => float wins!' % (k, set(v)) )
+ if len(v) == 1:
+ types[k] = [v.pop()]
+ continue
+
+ # how to resolve conflicts?
+ if 'str' in v:
+ logging.warning( 'Type conflict: %s, %s => str wins!' % (k, v) )
+ types[k] = ['str']
+
+ elif v == {'date', 'datetime'}:
+ logging.warning( 'Type conflict: %s, %s => datetime wins!' % (k, v) )
+ types[k] = ['datetime']
+
+ elif v == set(['int','float']):
+ logging.warning( 'Type conflict: %s, %s => float wins!' % (k, v) )
types[k] = ['float']
+
else:
- logging.warn( 'Type conflict: %s, %s => str wins!' % (k, set(v)) )
+ logging.warning( 'UNKNOWN Type conflict: %s, %s => str wins!' % (k, v) )
types[k] = ['str']
# for element in itertools.product(*[fields,fields]):
@@ -156,7 +167,7 @@ def elect_field_type( data ):
# myre = re.compile(r'%s\.[^0-9]+' % element[0])
#
# if myre.findall(element[1]) != []:
- # logging.warn("%s, %s" % (element[0], element[1]))
+ # logging.warning("%s, %s" % (element[0], element[1]))
# how to handle unknown values for dates ???