pytest helpers

4 files changed, 564 insertions, 32 deletions

diff --git a/backfill/Pipfile b/backfill/Pipfile
index 83dc463..e986fee 100644
--- a/backfill/Pipfile
+++ b/backfill/Pipfile
@@ -1,21 +1,16 @@
 [[source]]
-
 url = "https://pypi.python.org/simple"
 verify_ssl = true
 name = "pypi"
 
-
 [dev-packages]
 
-
-
 [packages]
-
 happybase = "*"
 happybase-mock = "*"
-nose = "*"
-
+pytest = "*"
+mrjob = "*"
+pytest-pythonpath = "*"
 
 [requires]
-
 python_version = "3.5"
diff --git a/backfill/Pipfile.lock b/backfill/Pipfile.lock
index b525871..9aaa211 100644
--- a/backfill/Pipfile.lock
+++ b/backfill/Pipfile.lock
@@ -1,20 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "ede8d6f8c246a58f84fffe98979d8c17f624535aba1e23aa0539308859f2ffa1"
-        },
-        "host-environment-markers": {
-            "implementation_name": "cpython",
-            "implementation_version": "3.5.3",
-            "os_name": "posix",
-            "platform_machine": "x86_64",
-            "platform_python_implementation": "CPython",
-            "platform_release": "4.9.0-6-amd64",
-            "platform_system": "Linux",
-            "platform_version": "#1 SMP Debian 4.9.82-1+deb9u3 (2018-03-02)",
-            "python_full_version": "3.5.3",
-            "python_version": "3.5",
-            "sys_platform": "linux"
+            "sha256": "9484f26847863001264eddd25c2b09f7b701138a80a9abd2a326cd5d676709be"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -29,10 +16,331 @@
         ]
     },
     "default": {
+        "attrs": {
+            "hashes": [
+                "sha256:1c7960ccfd6a005cd9f7ba884e6316b5e430a3f1a6c37c5f87d8b43f83b54ec9",
+                "sha256:a17a9573a6f475c99b551c0e0a812707ddda1ec9653bed04c13841404ed6f450"
+            ],
+            "version": "==17.4.0"
+        },
+        "boto3": {
+            "hashes": [
+                "sha256:926910b77d5f8037527ff81a91b92e7a9100685b297e3ebd12dd584e5b0386bb",
+                "sha256:9713d381409c5abbff8d8f2c9ebf9713e5aeb6cd12bd16503d61978dbd4f77a6"
+            ],
+            "version": "==1.6.21"
+        },
+        "botocore": {
+            "hashes": [
+                "sha256:039b768f5d248e13c1fb4be739523d7d1d75133a563dd212e932f3fc973bffb9",
+                "sha256:c954af8b33232f25df496c9e7e5f6dbcef081ef7163eadfc22a4bd9ce69dcc56"
+            ],
+            "version": "==1.9.21"
+        },
+        "cachetools": {
+            "hashes": [
+                "sha256:4319bbb78172e7bcf99423e1ecd6914b32336ccfe97d2058ffe62e641a7f3abe",
+                "sha256:ede01f2d3cbd6ddc9e35e16c2b0ce011d8bb70ce0dbaf282f5b4df24b213bc5d"
+            ],
+            "version": "==2.0.1"
+        },
+        "certifi": {
+            "hashes": [
+                "sha256:14131608ad2fd56836d33a71ee60fa1c82bc9d2c8d98b7bdbc631fe1b3cd1296",
+                "sha256:edbc3f203427eef571f79a7692bb160a2b0f7ccaa31953e99bd17e307cf63f7d"
+            ],
+            "version": "==2018.1.18"
+        },
+        "chardet": {
+            "hashes": [
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+            ],
+            "version": "==3.0.4"
+        },
+        "dill": {
+            "hashes": [
+                "sha256:97fd758f5fe742d42b11ec8318ecfcff8776bccacbfcec05dfd6276f5d450f73"
+            ],
+            "version": "==0.2.7.1"
+        },
+        "docutils": {
+            "hashes": [
+                "sha256:02aec4bd92ab067f6ff27a38a38a41173bf01bed8f89157768c1573f53e474a6",
+                "sha256:51e64ef2ebfb29cae1faa133b3710143496eca21c530f3f71424d77687764274",
+                "sha256:7a4bd47eaf6596e1295ecb11361139febe29b084a87bf005bf899f9a42edc3c6"
+            ],
+            "version": "==0.14"
+        },
+        "future": {
+            "hashes": [
+                "sha256:e39ced1ab767b5936646cedba8bcce582398233d6a627067d4c6a454c90cfedb"
+            ],
+            "version": "==0.16.0"
+        },
+        "gapic-google-cloud-datastore-v1": {
+            "hashes": [
+                "sha256:d5d0e6f7b4996a8dd5f4f5ad27cd389a5d7bedd07e6e9b9f3a4a3c3ea56d9053"
+            ],
+            "version": "==0.15.3"
+        },
+        "gapic-google-cloud-error-reporting-v1beta1": {
+            "hashes": [
+                "sha256:39f3f8e974441fb57ea98d0be0f4cdedd18cda9a628aec31e1f0841affab6f16"
+            ],
+            "version": "==0.15.3"
+        },
+        "gapic-google-cloud-logging-v2": {
+            "hashes": [
+                "sha256:b0b87bf56c50e4617fb539e5c36f2e286ba87c67a9b1ef5c9ec854d6d7b10023"
+            ],
+            "version": "==0.91.3"
+        },
+        "google-api-core": {
+            "hashes": [
+                "sha256:0144d467083ed54d2e8ccb4212d42c3724fe0b844b7d3a0ff85aea54b7ae8347",
+                "sha256:1698e4af4edd2a8ec22d678fd9abe99c926c3a154b2232f32807946ca49e3da1"
+            ],
+            "version": "==0.1.4"
+        },
+        "google-auth": {
+            "hashes": [
+                "sha256:34088434cb2a2409360b8f3cbc04195a465df1fb2aafad71ebbded77cbf08803",
+                "sha256:9051802d3dae256036cca9e34633a32c0ed1427730d4ebc513dff91ec8b6dd45"
+            ],
+            "version": "==1.4.1"
+        },
+        "google-cloud": {
+            "hashes": [
+                "sha256:21a11ad63cc29cfd4e4b6426947bdc2cbefe080f87ad68fa432cf2ac108cb87d",
+                "sha256:a99ee610e058c2af84ca1da710afe80fca022d2572c4bce78f6fdecac6b32d07"
+            ],
+            "version": "==0.32.0"
+        },
+        "google-cloud-bigquery": {
+            "hashes": [
+                "sha256:1c5a42332b43b58d6039fbca697a88c230487212afb6b4a6cbe0d5f3d5685785",
+                "sha256:511f27e5e398f8bb4dcad914596e32fe5bcb111257f032d93956a2dcced4a00f"
+            ],
+            "version": "==0.28.0"
+        },
+        "google-cloud-bigquery-datatransfer": {
+            "hashes": [
+                "sha256:c0a290f9456b52c633cf966c73311038eb2d3fd5a61b40059edad966a434e4f9",
+                "sha256:f5b5d0de43805fa9ebb620c58e1d27e6d32d2fc8e9a2f954ee170f7a026c8757"
+            ],
+            "version": "==0.1.1"
+        },
+        "google-cloud-bigtable": {
+            "hashes": [
+                "sha256:22c7148dc339be791d2bf4616c87e523507618570356148375c631de412f551b",
+                "sha256:7f86d2c8d7f22670da98fd67bcdc17cab793f7400725c8148b05ad829c02b95e"
+            ],
+            "version": "==0.28.1"
+        },
+        "google-cloud-container": {
+            "hashes": [
+                "sha256:275de3032de5696cd976459966e911abd3a1b624c7a918a8137a0308898e4f90",
+                "sha256:a89afcb1fe96bc9361c231c223c3bbe19fa3787caeb4697cd5778990e1077270"
+            ],
+            "version": "==0.1.1"
+        },
+        "google-cloud-core": {
+            "hashes": [
+                "sha256:0090df83dbc5cb2405fa90844366d13176d1c0b48181c1807ab15f53be403f73",
+                "sha256:89e8140a288acec20c5e56159461d3afa4073570c9758c05d4e6cb7f2f8cc440"
+            ],
+            "version": "==0.28.1"
+        },
+        "google-cloud-dataproc": {
+            "hashes": [
+                "sha256:1096534affe51b2e54b7c57f429b83c4566f92ed42fdee6613a001649c61c3d5",
+                "sha256:8537b0de721ec4524cb580572f44f88d2b22a1f5c56968448003ca9023ecb951"
+            ],
+            "version": "==0.1.0"
+        },
+        "google-cloud-datastore": {
+            "hashes": [
+                "sha256:3094b38df19a0a6663b614122d97efcfeab35baf770070e960f6792522307997",
+                "sha256:7cc7a48945dd0ec8aea2d8a169f8a3dfd84608392b00b514b4421b5a716b3263"
+            ],
+            "version": "==1.4.0"
+        },
+        "google-cloud-dns": {
+            "hashes": [
+                "sha256:2edcb33ea0025545746962839373ff6d314a5fac779fd7f7ddd0e592196fbb14",
+                "sha256:5db79c21a2ee72854609db88d5a4ae897c32bf77bf6b51b3290e013b2db49e07"
+            ],
+            "version": "==0.28.0"
+        },
+        "google-cloud-error-reporting": {
+            "hashes": [
+                "sha256:6398c5963599f834d2ba2effbca4f67dbd21034252d33d0f367d1a7c868cfb98",
+                "sha256:d4bdc20b5704afddc12a464622153c250be62a9d38a57d0f9371a0a3f3e43c71"
+            ],
+            "version": "==0.28.0"
+        },
+        "google-cloud-firestore": {
+            "hashes": [
+                "sha256:91b1373faf1c763ce9cda915a82655918035e4d09e8d2399170122f94274c977",
+                "sha256:c12fe5a017a56c8d617bdf83ace3970afba886c09fc0d6c0d24f36f8644dc178"
+            ],
+            "version": "==0.28.0"
+        },
+        "google-cloud-language": {
+            "hashes": [
+                "sha256:59e7c3ed0dcf54d17943cad29ececb41adbbfc1b56c9ba278c13fd17aea54188",
+                "sha256:b5c3073697b9c51b8f1a4a619f7b3b6744e88efe0e235958ff411ee17e825c61"
+            ],
+            "version": "==1.0.1"
+        },
+        "google-cloud-logging": {
+            "hashes": [
+                "sha256:81ff672f3b4c6f2a182282aae68f7c3dafbbfc8dc7dcc0db8dc90cd288adc3b8",
+                "sha256:a1567aa858fbe223973c698f12198e5828fa66f3d42dac27e81b246ff385cd70"
+            ],
+            "version": "==1.4.0"
+        },
+        "google-cloud-monitoring": {
+            "hashes": [
+                "sha256:534d66d97611c9c6e08823532f5144f6786d3a6103a6d5ed6411ac465faa5341",
+                "sha256:c7a336a469cf186e3621fe36bf0e4f291ea43a76b4a532b744a167d756a8170d"
+            ],
+            "version": "==0.28.1"
+        },
+        "google-cloud-pubsub": {
+            "hashes": [
+                "sha256:059dcd1862e07a47920474b0fe38d40508d8c4881929f17696a3aba834b11027",
+                "sha256:ff6e74390dfa097e3cee7d5f323aeed37a23dfb1faa762d9efced09f972415a4"
+            ],
+            "version": "==0.30.1"
+        },
+        "google-cloud-resource-manager": {
+            "hashes": [
+                "sha256:ed4eaab40164614db77496986fb2900d93cb1daa7e1a23fd20be7bd46705a8f3",
+                "sha256:fc29c11dcbe9208261d377185a1ae5331bab43f2a592222a25c8aca9c8031308"
+            ],
+            "version": "==0.28.1"
+        },
+        "google-cloud-runtimeconfig": {
+            "hashes": [
+                "sha256:095a1dab0d7b8e02dff06bee7844bb283a1c2c6f2e7333eb9896419a30143d82",
+                "sha256:f441fbc22e2d0871ecb390854aa352cf467d2751cbc0dac7578274ead813519e"
+            ],
+            "version": "==0.28.1"
+        },
+        "google-cloud-spanner": {
+            "hashes": [
+                "sha256:39707e37e2399df0a6ea7f5b636fc06858359a70af92ac485bbba9bf810a43e7",
+                "sha256:bc4c6269b07d0982289d4ecd9b88da943e097ab2104c79ce18e4966766bb877b"
+            ],
+            "version": "==0.29.0"
+        },
+        "google-cloud-speech": {
+            "hashes": [
+                "sha256:76e42ffdea4bb9790cac34d5a4cdb2e2d47a0e254a27dbbaf40fbd10fdb04e31",
+                "sha256:ea920710b2fa74175bacc1f90a2eb326038eeaf3ce364c29a40e7eb70c7c7132"
+            ],
+            "version": "==0.30.0"
+        },
+        "google-cloud-storage": {
+            "hashes": [
+                "sha256:5db85fa905f85377c5ea9ea0fb4c5602343d2ecc09395aa2efbf9a21d27233fc",
+                "sha256:939266b7d5c6df6d45a1aee2c47a09313f813e87790335f00c57708b49480054"
+            ],
+            "version": "==1.6.0"
+        },
+        "google-cloud-trace": {
+            "hashes": [
+                "sha256:b45bc7934ee459e83f1a4b04ba7a0de1be9fe004bcf494b9ff2f75e18414642c",
+                "sha256:c926f55c141caf9fd0e29991caaba03a6364fe997384e2f48c34051f0f690186"
+            ],
+            "version": "==0.17.0"
+        },
+        "google-cloud-translate": {
+            "hashes": [
+                "sha256:4420f5b320145bf097ca9a12b18ec27c067886e2832d181f268c46c3bcb0d2e4",
+                "sha256:7706814d8ee1be9668b5c204852d44e7f6c51d44a2822df772b7b2fa3fb7c6bb"
+            ],
+            "version": "==1.3.1"
+        },
+        "google-cloud-videointelligence": {
+            "hashes": [
+                "sha256:5c18e64bf41fc5f8203d3b4f7a88921ff8d6a09b8ce343da866274fa375dcb82",
+                "sha256:d46b94f8d37da565a90fb282a4053ee1379b4cbe1e2b51dfef75444fd5422e5d"
+            ],
+            "version": "==1.0.1"
+        },
+        "google-cloud-vision": {
+            "hashes": [
+                "sha256:9442d3456935654920f002efa846271dc68b19f5a0b3e2c314a9edd9f34f30a3",
+                "sha256:a4cd3f64ac2c2586a56ea00d27c58306465e3277873cc9bfce3677e9ccb2b039"
+            ],
+            "version": "==0.29.0"
+        },
+        "google-gax": {
+            "hashes": [
+                "sha256:518e8d5eb90774af2041080d242f4bcec4c6e653226c693901eaf82eda8a395c",
+                "sha256:bc60cdfed5c657ea8542ba8102fb43862a1c4809d98ca5aa1fcc92f9d4f7403d"
+            ],
+            "version": "==0.15.16"
+        },
+        "google-resumable-media": {
+            "hashes": [
+                "sha256:116de90b9cd483b17c53618ee6a5a20f33e741c648140c8cc9c2141e07616ff1",
+                "sha256:97de518f8166d442cc0b61fab308bcd319dbb970981e667ec8ded44f5ce49836"
+            ],
+            "version": "==0.3.1"
+        },
+        "googleapis-common-protos": {
+            "hashes": [
+                "sha256:c075eddaa2628ab519e01b7d75b76e66c40eaa50fc52758d8225f84708950ef2"
+            ],
+            "version": "==1.5.3"
+        },
+        "grpc-google-iam-v1": {
+            "hashes": [
+                "sha256:5009e831dcec22f3ff00e89405249d6a838d1449a46ac8224907aa5b0e0b1aec"
+            ],
+            "version": "==0.11.4"
+        },
+        "grpcio": {
+            "hashes": [
+                "sha256:022dc2a6d1537a5a16af4ccc3355ad7b512f9c627a1d5d579cd7c18830378bb3",
+                "sha256:025a591606b0aca13bec3e019d6acec01a39421f01b915b98a3a93ea0a53b412",
+                "sha256:03265472d39bf26f124c3ef68446f7873c8260893e6ae65b323a5b51ed52e580",
+                "sha256:10efe2e016c3ca7a370771ffcf1de9baa3456d4bccefde0f4ce3be091d871c8f",
+                "sha256:14bca481188c3f19135012aaff9abefa4e15529c7e1aca3084183d78094d06bd",
+                "sha256:17240d672b5c1c9ff22e52236c1870413b7fb5af762b97ce5a747a55e0a57e98",
+                "sha256:1bc36e512741f82c1d73f42df536aa2ab75d840f0d35c149b5d0bee1aed16862",
+                "sha256:224c513fbe0c3ca546870e5c21b08a8a56cd25795b76b3192ee9702a3344764b",
+                "sha256:2894466c499d9752e0d49ee8adc5ee12c676d86211fc1b292bf713cc7cfe9853",
+                "sha256:435b3bab2e34814666854eec203c77b169df1cd56cf22fe449cf5510af416e7d",
+                "sha256:4765600467d7cdb8f62a591d4427ddbeefcf4dbbe46e2f1b10af555e815ecbcb",
+                "sha256:4fa658a7e1ba5727ca066b1c8bb64c6befb98f2b8007f04a16c7c84555bf11b9",
+                "sha256:87e52924a99ac5935a468b3fe49c4b0090bd9b05470b55ed1192308791e6d332",
+                "sha256:88afda198adb0a9da52a66152062027a57877b46f59ffcf55acc3cbfaff77160",
+                "sha256:982439a872d41f969724efc139e0416ba45e0d7446e9a41fd2ebe19351adff9a",
+                "sha256:a1bc37c9910d0fbf4d9e80d5822f92c6e01e28dd1eb01323636ed19666b537cb",
+                "sha256:aa473b8276de39eeccc4ad6cbb7fd7feab0868180d72c0c93226033c79fa69b7",
+                "sha256:ae82bf2f7ceac6ba956e816120b4f66bda035571350e46b61bbdde1808aed1dd",
+                "sha256:b56e4f355c2499bb0bf8f8f4d0362b618b06afdfd2c10722710596dc7e295c6c",
+                "sha256:d2accc8e354f0ed5b337865260a78b3c6851d2fe3c0e1b025d437122cc15dd31",
+                "sha256:d410835e7554d064c2d99cfa0dd393ffbb0ccf52145ab51c725a8472ed254a3c",
+                "sha256:d9e3105f6de6cb759b028702bdd21cb36d27e010227669e43c675b9957a3c180",
+                "sha256:da306c80d69801a3e4115c448ed4ad481957d723ec1e00b99497c6661573c3e5",
+                "sha256:e579e4124d2a0931ce39639c60e0711918d6659b933eb97e67f60f84666ea488",
+                "sha256:e86639989c03831912fd9924beda26f6e9ffcc267656cea035bde9d88cf793b2",
+                "sha256:ea9564f58144e2f07995d57fb8e636be5efb084cd59c8651391ada2bb75dc0ff",
+                "sha256:f4a38071dd27f140cfe774f56aecdf0e33de926c21289cc9c7521ce8dd91fc1c"
+            ],
+            "version": "==1.10.0"
+        },
         "happybase": {
             "hashes": [
                 "sha256:e20376e2e32291798d2226502994134c1c4e175136d8375b3c517a234fa22481"
             ],
+            "index": "pypi",
             "version": "==1.1.0"
         },
         "happybase-mock": {
@@ -40,27 +348,241 @@
                 "sha256:327203ff63171a83c9fab34b249636b6a55550041273d2acddc0723433bdf260",
                 "sha256:bd4583551f40e8b7f622ffd462f8e7ed1d34d14d73fa1758f0a5f413b1949f50"
             ],
+            "index": "pypi",
             "version": "==0.9.0"
         },
-        "nose": {
+        "httplib2": {
             "hashes": [
-                "sha256:dadcddc0aefbf99eea214e0f1232b94f2fa9bd98fa8353711dacb112bfcbbb2a",
-                "sha256:9ff7c6cc443f8c51994b34a667bbcf45afd6d945be7477b52e97516fd17c53ac",
-                "sha256:f1bffef9cbc82628f6e7d7b40d7e255aefaa1adb6a1b1d26c69a8b79e6208a98"
+                "sha256:e71daed9a0e6373642db61166fa70beecc9bf04383477f84671348c02a04cbdf"
             ],
-            "version": "==1.3.7"
+            "version": "==0.11.3"
+        },
+        "idna": {
+            "hashes": [
+                "sha256:2c6a5de3089009e3da7c5dde64a141dbc8551d5b7f6cf4ed7c2568d0cc520a8f",
+                "sha256:8c7309c718f94b3a625cb648ace320157ad16ff131ae0af362c9f21b80ef6ec4"
+            ],
+            "version": "==2.6"
+        },
+        "jmespath": {
+            "hashes": [
+                "sha256:6a81d4c9aa62caf061cb517b4d9ad1dd300374cd4706997aff9cd6aedd61fc64",
+                "sha256:f11b4461f425740a1d908e9a3f7365c3d2e569f6ca68a2ff8bc5bcd9676edd63"
+            ],
+            "version": "==0.9.3"
+        },
+        "more-itertools": {
+            "hashes": [
+                "sha256:0dd8f72eeab0d2c3bd489025bb2f6a1b8342f9b198f6fc37b52d15cfa4531fea",
+                "sha256:11a625025954c20145b37ff6309cd54e39ca94f72f6bb9576d1195db6fa2442e",
+                "sha256:c9ce7eccdcb901a2c75d326ea134e0886abfbea5f93e91cc95de9507c0816c44"
+            ],
+            "version": "==4.1.0"
+        },
+        "mrjob": {
+            "hashes": [
+                "sha256:669a98afe53f4e4ad9373445f91a8c26e86e30f1acc50c7fd274a42e1ea846d8",
+                "sha256:6ec1aca9b376c98249a324dd7837cc76e676d48ba10b2b6cbef246eba0ee52e9"
+            ],
+            "index": "pypi",
+            "version": "==0.6.2"
+        },
+        "oauth2client": {
+            "hashes": [
+                "sha256:5b5b056ec6f2304e7920b632885bd157fa71d1a7f3ddd00a43b1541a8d1a2460"
+            ],
+            "version": "==3.0.0"
+        },
+        "pluggy": {
+            "hashes": [
+                "sha256:7f8ae7f5bdf75671a718d2daf0a64b7885f74510bcd98b1a0bb420eb9a9d0cff"
+            ],
+            "version": "==0.6.0"
         },
         "ply": {
             "hashes": [
-                "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce",
-                "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"
+                "sha256:e7d1bdff026beb159c9942f7a17e102c375638d9478a7ecd4cc0c76afd8de0b8"
             ],
-            "version": "==3.11"
+            "version": "==3.8"
+        },
+        "proto-google-cloud-datastore-v1": {
+            "hashes": [
+                "sha256:a431bb6a286107900c9ce3c48d316378867293c50a4d8a6c7393264600e916f9"
+            ],
+            "version": "==0.90.4"
+        },
+        "proto-google-cloud-error-reporting-v1beta1": {
+            "hashes": [
+                "sha256:526f49ae84dec16aa4740415c86a919d48206001d116d12df5badc5b2b051b82"
+            ],
+            "version": "==0.15.3"
+        },
+        "proto-google-cloud-logging-v2": {
+            "hashes": [
+                "sha256:e0538745f0f33760ffd5116f33385113835a3b2042a6c914923be0539e5280ce"
+            ],
+            "version": "==0.91.3"
+        },
+        "protobuf": {
+            "hashes": [
+                "sha256:01ccd6d03449ae75b779fb5bf4ed62177d61afe3c5e6465ccf3f8b2e1a84afbe",
+                "sha256:1d92cc30b0b46cced33adde5853d920179eb5ea8eecdee9552502a7f29cc3f21",
+                "sha256:242e4c7ae565267a8bc8b92d707177f915607ea4bd73244bec6cbf4a49b96661",
+                "sha256:3b60685732bd0cbdc802dfcb6071efbcf5d927ce3127c13c33ea1a8efae3aa76",
+                "sha256:3f655e1f99c3e14d56ca900af1b9a4715b691319a295cc38939d7f77eabd5e7c",
+                "sha256:560a38e692a69957a70ba0e5839aa67430efd63072bf91b0539dac19055694cd",
+                "sha256:5c1c8f6a0a68a874e3beff89255959dd80fad45870e96c88944a1b81a22dd5f5",
+                "sha256:628a3bf0794a8b3cabb18db11eb67cc10e0cc6e5525d557ae7b682bb73fa2018",
+                "sha256:7222d6616108b33ad6cbeff8117062a73c43cdc8fa8f64f6a322ebeb663e710e",
+                "sha256:76ef6ca3c50e4cfd044861586d5f1b352e0fe7f17f883df6c165bad5b4d0e10a",
+                "sha256:7c193e6964e752bd056735594826c5b03274ceb8f07349d3ae47d9766250ba96",
+                "sha256:869e12bcfb5759e683f53ec1dd6155b7be034065431da289f0cb4510040a0799",
+                "sha256:905414e5ea6cdb78d8730f66335755152b46685fcb9fc2f2134024e3ea9e8dcc",
+                "sha256:ac0067e3c60737865ed72bb7416e02297d229d960902802d874c0e167128c809",
+                "sha256:adf716a89c9cc1891ead79a861c427071ef59172f0e11967b00565a9547b3bd0",
+                "sha256:bcfa99f5a82f5eaaf6e5cee5bfdca5a1670f5740aec1d93dae170645ed1a16b0",
+                "sha256:cc94079ae6cbcea5ae194464a30f3223f075e06a0446f52bca9ddbeb6e9f412a",
+                "sha256:d5d9edfdc5a3a01d06062d677b121081629782edf0e05ca1be14f15bb947eeee",
+                "sha256:e269ab7a50bf0fa6fe6a88ea7dcc7a1079ae9450d9ab9b7730ac32916d55508b",
+                "sha256:e7fd33a3474cbe18fd5b5620784a0fa21fcae3e402b1806e29c6b450c7f61706"
+            ],
+            "version": "==3.5.2.post1"
+        },
+        "psutil": {
+            "hashes": [
+                "sha256:230eeb3aeb077814f3a2cd036ddb6e0f571960d327298cc914c02385c3e02a63",
+                "sha256:4152ae231709e3e8b80e26b6da20dc965a1a589959c48af1ed024eca6473f60d",
+                "sha256:779ec7e7621758ca11a8d99a1064996454b3570154277cc21342a01148a49c28",
+                "sha256:82a06785db8eeb637b349006cc28a92e40cd190fefae9875246d18d0de7ccac8",
+                "sha256:8a15d773203a1277e57b1d11a7ccdf70804744ef4a9518a87ab8436995c31a4b",
+                "sha256:94d4e63189f2593960e73acaaf96be235dd8a455fe2bcb37d8ad6f0e87f61556",
+                "sha256:a3286556d4d2f341108db65d8e20d0cd3fcb9a91741cb5eb496832d7daf2a97c",
+                "sha256:c91eee73eea00df5e62c741b380b7e5b6fdd553891bee5669817a3a38d036f13",
+                "sha256:e2467e9312c2fa191687b89ff4bc2ad8843be4af6fb4dc95a7cc5f7d7a327b18"
+            ],
+            "version": "==5.4.3"
+        },
+        "py": {
+            "hashes": [
+                "sha256:29c9fab495d7528e80ba1e343b958684f4ace687327e6f789a94bf3d1915f881",
+                "sha256:983f77f3331356039fdd792e9220b7b8ee1aa6bd2b25f567a963ff1de5a64f6a"
+            ],
+            "version": "==1.5.3"
+        },
+        "pyasn1": {
+            "hashes": [
+                "sha256:0d7f6e959fe53f3960a23d73f35e1fce61348b30915b6664309ca756de7c1f89",
+                "sha256:5a0db897b311d265cde49615cf783f1c78613138605cdd0f907ecfa5b2aba3ee",
+                "sha256:758cb50abddc03e4563fd9e7f03db56e3e87b58c0bd01247360326e5c0c7ffa5",
+                "sha256:7d626683e3d792cccc608da02498aff37ab4f3dafd8905d6bf755d11f9b26b43",
+                "sha256:a7efe807c4b83a859e2735c692b92ed7b567cfddc4163763412920041d876c2b",
+                "sha256:b5a9ca48055b9a20f6d1b3d68e38692e5431c86a0f99ea602e61294e891fee5b",
+                "sha256:c07d6e587b2f928366b1f67c09bda026a3e6fcc99e80a744dc67f8fca3895626",
+                "sha256:d258b0a71994f7770599835249cece1caef3c70def868c4915e6e5ca49b67d15",
+                "sha256:d5cd6ed995dba16fad0c521cfe31cd2d68400b53fcc2bce93326829be73ab6d1",
+                "sha256:d84c2aea3cf43780e9e6a19f4e4dddee9f6976519020e64e47c57e5c7a8c3dd2",
+                "sha256:e85895087905c65b5b594eb91f7522664c85545b147d5f4d4e7b1b07da8dcbdc",
+                "sha256:f81c96761fca60d64b1c9b79ec2e40cf9495a745cf570613079ef324aeb9672b"
+            ],
+            "version": "==0.4.2"
+        },
+        "pyasn1-modules": {
+            "hashes": [
+                "sha256:041e9fbafac548d095f5b6c3b328b80792f006196e15a232b731a83c93d59493",
+                "sha256:0cdca76a68dcb701fff58c397de0ef9922b472b1cb3ea9695ca19d03f1869787",
+                "sha256:0cea139045c38f84abaa803bcb4b5e8775ea12a42af10019d942f227acc426c3",
+                "sha256:0f2e50d20bc670be170966638fa0ae603f0bc9ed6ebe8e97a6d1d4cef30cc889",
+                "sha256:47fb6757ab78fe966e7c58b2030b546854f78416d653163f0ce9290cf2278e8b",
+                "sha256:598a6004ec26a8ab40a39ea955068cf2a3949ad9c0030da970f2e1ca4c9f1cc9",
+                "sha256:72fd8b0c11191da088147c6e4678ec53e573923ecf60b57eeac9e97433e09fc2",
+                "sha256:854700bbdd01394e2ada9c1bfbd0ed9f5d0c551350dbbd023e88b11d2771ae06",
+                "sha256:af00ea8f2022b6287dc375b2c70f31ab5af83989fc6fe9eacd4976ce26cd7ccc",
+                "sha256:b1f395cae2d669e0830cb023aa86f9f283b7a9aa32317d7f80d8e78aa2745812",
+                "sha256:c6747146e95d2b14cc2a8399b2b0bde3f93778f8f9ec704690d2b589c376c137",
+                "sha256:f53fe5bcebdf318f51399b250fe8325ef3a26d927f012cc0c8e0f9e9af7f9deb"
+            ],
+            "version": "==0.2.1"
+        },
+        "pytest": {
+            "hashes": [
+                "sha256:6266f87ab64692112e5477eba395cfedda53b1933ccd29478e671e73b420c19c",
+                "sha256:fae491d1874f199537fd5872b5e1f0e74a009b979df9d53d1553fd03da1703e1"
+            ],
+            "index": "pypi",
+            "version": "==3.5.0"
+        },
+        "pytest-pythonpath": {
+            "hashes": [
+                "sha256:f3d46b0a8276e856f7dc4f70ca97b88be6fbcf52d57ce36e35057d502388265e"
+            ],
+            "index": "pypi",
+            "version": "==0.7.2"
+        },
+        "python-dateutil": {
+            "hashes": [
+                "sha256:891c38b2a02f5bb1be3e4793866c8df49c7d19baabf9c1bad62547e0b4866aca",
+                "sha256:95511bae634d69bc7329ba55e646499a842bc4ec342ad54a8cdb65645a0aad3c"
+            ],
+            "version": "==2.6.1"
+        },
+        "pytz": {
+            "hashes": [
+                "sha256:07edfc3d4d2705a20a6e99d97f0c4b61c800b8232dc1c04d87e8554f130148dd",
+                "sha256:3a47ff71597f821cd84a162e71593004286e5be07a340fd462f0d33a760782b5",
+                "sha256:410bcd1d6409026fbaa65d9ed33bf6dd8b1e94a499e32168acfc7b332e4095c0",
+                "sha256:5bd55c744e6feaa4d599a6cbd8228b4f8f9ba96de2c38d56f08e534b3c9edf0d",
+                "sha256:61242a9abc626379574a166dc0e96a66cd7c3b27fc10868003fa210be4bff1c9",
+                "sha256:887ab5e5b32e4d0c86efddd3d055c1f363cbaa583beb8da5e22d2fa2f64d51ef",
+                "sha256:ba18e6a243b3625513d85239b3e49055a2f0318466e0b8a92b8fb8ca7ccdf55f",
+                "sha256:ed6509d9af298b7995d69a440e2822288f2eca1681b8cce37673dbb10091e5fe",
+                "sha256:f93ddcdd6342f94cea379c73cddb5724e0d6d0a1c91c9bdef364dc0368ba4fda"
+            ],
+            "version": "==2018.3"
+        },
+        "pyyaml": {
+            "hashes": [
+                "sha256:0c507b7f74b3d2dd4d1322ec8a94794927305ab4cebbe89cc47fe5e81541e6e8",
+                "sha256:16b20e970597e051997d90dc2cddc713a2876c47e3d92d59ee198700c5427736",
+                "sha256:3262c96a1ca437e7e4763e2843746588a965426550f3797a79fca9c6199c431f",
+                "sha256:326420cbb492172dec84b0f65c80942de6cedb5233c413dd824483989c000608",
+                "sha256:4474f8ea030b5127225b8894d626bb66c01cda098d47a2b0d3429b6700af9fd8",
+                "sha256:592766c6303207a20efc445587778322d7f73b161bd994f227adaa341ba212ab",
+                "sha256:5ac82e411044fb129bae5cfbeb3ba626acb2af31a8d17d175004b70862a741a7",
+                "sha256:5f84523c076ad14ff5e6c037fe1c89a7f73a3e04cf0377cb4d017014976433f3",
+                "sha256:827dc04b8fa7d07c44de11fabbc888e627fa8293b695e0f99cb544fdfa1bf0d1",
+                "sha256:b4c423ab23291d3945ac61346feeb9a0dc4184999ede5e7c43e1ffb975130ae6",
+                "sha256:bc6bced57f826ca7cb5125a10b23fd0f2fff3b7c4701d64c439a300ce665fff8",
+                "sha256:c01b880ec30b5a6e6aa67b09a2fe3fb30473008c85cd6a67359a1b15ed6d83a4",
+                "sha256:ca233c64c6e40eaa6c66ef97058cdc80e8d0157a443655baa1b2966e812807ca",
+                "sha256:e863072cdf4c72eebf179342c94e6989c67185842d9997960b3e69290b2fa269"
+            ],
+            "version": "==3.12"
+        },
+        "requests": {
+            "hashes": [
+                "sha256:6a1b267aa90cac58ac3a765d067950e7dbbf75b1da07e895d1f594193a40a38b",
+                "sha256:9c443e7324ba5b85070c4a818ade28bfabedf16ea10206da1132edaa6dda237e"
+            ],
+            "version": "==2.18.4"
+        },
+        "rsa": {
+            "hashes": [
+                "sha256:25df4e10c263fb88b5ace923dd84bf9aa7f5019687b5e55382ffcdb8bede9db5",
+                "sha256:43f682fea81c452c98d09fc316aae12de6d30c4b5c84226642cf8f8fd1c93abd"
+            ],
+            "version": "==3.4.2"
+        },
+        "s3transfer": {
+            "hashes": [
+                "sha256:90dc18e028989c609146e241ea153250be451e05ecc0c2832565231dacdf59c1",
+                "sha256:c7a9ec356982d5e9ab2d4b46391a7d6a950e2b04c472419f5fdec70cc0ada72f"
+            ],
+            "version": "==0.1.13"
         },
         "six": {
             "hashes": [
-                "sha256:832dc0e10feb1aa2c68dcc57dbb658f1c7e65b9b61af69048abc87a2db00a0eb",
-                "sha256:70e8a77beed4562e7f14fe23a786b54f6296e34344c23bc42f07b15018ff98e9"
+                "sha256:70e8a77beed4562e7f14fe23a786b54f6296e34344c23bc42f07b15018ff98e9",
+                "sha256:832dc0e10feb1aa2c68dcc57dbb658f1c7e65b9b61af69048abc87a2db00a0eb"
             ],
             "version": "==1.11.0"
         },
@@ -69,6 +591,13 @@
                 "sha256:309e57d97b5bfa01601393ad4f245451e989d6206a59279e56866b264a99796d"
             ],
             "version": "==0.3.9"
+        },
+        "urllib3": {
+            "hashes": [
+                "sha256:06330f386d6e4b195fbfc736b297f58c5a892e4440e54d294d7004e3a9bbea1b",
+                "sha256:cc44da8e1145637334317feebd728bd869a35285b93cbb4cca2577da7e62db4f"
+            ],
+            "version": "==1.22"
         }
     },
     "develop": {}
diff --git a/backfill/cdx_fulltext_to_hbase.py b/backfill/backfill_hbase_from_cdx.py
index 757794a..757794a 100755
--- a/backfill/cdx_fulltext_to_hbase.py
+++ b/backfill/backfill_hbase_from_cdx.py
diff --git a/backfill/pytest.ini b/backfill/pytest.ini
new file mode 100644
index 0000000..0a5e921
--- /dev/null
+++ b/backfill/pytest.ini
@@ -0,0 +1,8 @@
+
+[pytest]
+
+# allow imports from files in current directory
+python_paths = .
+
+# search for 'test_*' functions in all python files, not just under tests
+python_files = *.py