3 Close Allocations
This is where the allocation management for the indexer begins.
3.1 Pull Active Allocations
First let’s build the query to get the list of active allocations for the indexer:
query = '{
allocations(where: {indexer:"0x74dbb201ecc0b16934e68377bc13013883d9417b", status: Active}, first:1000) {
id
status
allocatedTokens
createdAtEpoch
subgraphDeployment {
ipfsHash
}
}
}'
# And update the Prometheus query to:
prometheus_query <- 'sum by (deployment) (rate(indexer_query_handler_seconds_count[1m]))'Next let’s make the GraphQL request:
# Send POST request to the GraphQL API
response = POST(url, body = list(query = query), encode = "json")## Response [https://gateway.thegraph.com/api/[REDACTED]/subgraphs/id/DZz4kDTdmzWLWsV373w2bSmoar3umKKH9y82SUKr5qmp]## Date: 1761552304## Status: 200## Content-Type: application/json## Size:Now we can get the content of the response:
content = content(response, "text", encoding='UTF-8')## [1] "{\"data\":{\"allocations\":[{\"allocatedTokens\":\"1000000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x036ea0c9f6fe1880eb8c09c6f836f061f249c88c\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmXhqwzJZDgnAAVsEYYhg7H46wZQqCMnvXhKionqdmBxGk\"}},{\"allocatedTokens\":\"5000000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0388355b3ade9eaba1f8cd4853e733ea0c387fe8\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmY5mVYHfLXoJf5z5q5aNG8Bg5TmJdDksvuT3kgcwWArnx\"}},{\"allocatedTokens\":\"113500000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0421de347b89ea59e0b084609cbdb52643e3ad28\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmNYmMYFZpGUMjXz4rXAYygSwuakD11C7FNGLo8Nj4SD71\"}},{\"allocatedTokens\":\"7000000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x046cc03607882856ee49c84b252410195f7cdc05\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmYzVKbGx2pAPLNUbmMhA3KMVMHD3WPqdDDjTm9Fm3sgdw\"}},{\"allocatedTokens\":\"500000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0484fa0c0637c7b86fbdedf243ab21ca4a3817b0\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"Qma91PBS9v2N8xFCuTgu18oU1nuqfqgrxTJXWEQ6wWNUMp\"}},{\"allocatedTokens\":\"104400000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x07b8466b353dcf099360eaba6f76abea0ccc0dac\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmQJMMWn8DWXuoX4B2kEUj4Ld3czrrnVZ4xuFH7Z7v4X8u\"}},{\"allocatedTokens\":\"1400000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x07de0978fed8684d8ef9f5b5c01adb617b7bc8ed\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"Qmb5uEy2BRXTzKo5xNyxcQrPBE7vPztcS9eoZmdpQksCto\"}},{\"allocatedTokens\":\"100000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x08f8aa48f6c15b0d48d580d2df74ba8238062bed\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmdUknu8tyvH1BAE1X2rshXNDBPToYtQ8JypEKTxxcdGem\"}},{\"allocatedTokens\":\"4700000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0977e71938506e45e35c52d7b2f48e16c4bbf498\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmRT7M2wHbkFdC9N9qje9UZ7WMHQ3MhwMvSHfWFYg9vGBr\"}},{\"allocatedTokens\":\"10100000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0b5b44e42cb2c03db9e7110d49c168f7547cefa3\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmddvgpoNsfxXyQ972KhpHMDAyPjwZWcHTd6pXZ9CsuqsZ\"}},{\"allocatedTokens\":\"100000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0bf71dd5ffaeb1b169516f0279f77e5b3f8589bb\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmWjKBaLENbsi2BPzUxpdiX7FUmw1eZqjEfLNv83RNb6YD\"}},{\"allocatedTokens\":\"13700000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0c0ef2d0514d9d8aed8680788e37867fd51772dc\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmdRFSobiBMoKKyNZnwahtn8uzPFxat86qg1Mu7KobJcSb\"}},{\"allocatedTokens\":\"1000000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0c493a388228083ac160fd35b6a8c162c905d0cb\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmYp9QSBe1zxRZq5iNWYPg5bAN59c5rhvQwEt6hcHAd8Pc\"}},{\"allocatedTokens\":\"1200000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x0d0b31ab2cbc33c5f6abade61ec5a66af086a8a7\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmRKm6THtyr3Ej73LF9jVe4GdSiq1sMQg4XVip6axvLdHm\"}},{\"allocatedTokens\":\"2500000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x12901f73a1c08f1e8223f24c59ccfa09d4845468\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmaCNKnKiFrhY9L1CapvdaaucSqMYhVL1jdSWJSXDv72Rt\"}},{\"allocatedTokens\":\"100000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x139ec3287d1ec20d3c3a565257dcd520cb4aeca0\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmZ3TUhnG2cJxniWhy7zFk7vZCVnmUZagWcvURuhGBp3Nd\"}},{\"allocatedTokens\":\"62800000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x147e484522200ac5638b31227a8f8f5793b407d5\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmYzXQTUFhqwnDFxS1ya7xjMSHZmvu7VdM8xRtHXmTrNs9\"}},{\"allocatedTokens\":\"3700000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x157e4ed3055b4ddca45fce5ab437cff23f811e09\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmdRe7FszwQAknHdYZoETWfPZwvZZA9QYgVcaiMLpKHyDT\"}},{\"allocatedTokens\":\"200000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x1a772a1cb42ce41274fc82c5c5399aca63304c59\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmcFx1aE7VhWXkQhcZyrzfm8AGkSzSWeid2FjTEkYBfKou\"}},{\"allocatedTokens\":\"29900000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0x1ed2ef2d8ff9f62eaacb1c3af4fd13966b1dc7c8\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmQUUhJCBR1RLnqXSjSBjjbKMMevnRMNqnseMDsRAcjwPL\"}},{\"allocatedTokens\":\"100000000000000000000\",\"createdAtEpoch\":1011,\"id\":\"0x210adc213a89e8ad2299bb8c2820d73c25becc6a\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmZqKd3ZvqwWcLsydUdQoW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"}},{\"allocatedTokens\":\"2000000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0xfea2b3f588b450c1afd30d2b46020ea69ceaafd1\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmSxmGgUGwYskjkbzQZEjLC8jHbd1hjdcV8ifAiQRtDwZL\"}},{\"allocatedTokens\":\"220500000000000000000000\",\"createdAtEpoch\":1033,\"id\":\"0xfeb6421a66c2aeeacf51e488b2b9c1eea223e618\",\"status\":\"Active\",\"subgraphDeployment\":{\"ipfsHash\":\"QmbcnbfPS7GTy72PDasMiCkJDZTehU1Ctura24LY274rFo\"}}]}}"Next let’s parse from JSON into a dataframe:
json_data = fromJSON(content, flatten = TRUE)## $data
## $data$allocations
## allocatedTokens createdAtEpoch
## 1 1000000000000000000000 1033
## 2 5000000000000000000000 1033
## 3 113500000000000000000000 1033
## 4 7000000000000000000000 1033
## 5 500000000000000000000 1033
## 6 104400000000000000000000 1033
## 7 1400000000000000000000 1033
## 8 100000000000000000000 1033
## 9 4700000000000000000000 1033
## 10 10100000000000000000000 1033
## 11 100000000000000000000 1033
## 12 13700000000000000000000 1033
## 13 1000000000000000000000 1033
## 14 1200000000000000000000 1033
## 15 2500000000000000000000 1033
## 16 100000000000000000000 1033
## 17 62800000000000000000000 1033
## 18 3700000000000000000000 1033
## 19 200000000000000000000 1033
## 20 29900000000000000000000 1033
## 21 100000000000000000000 1011
## 22 30800000000000000000000 1033
## 23 52500000000000000000000 1033
## 24 3400000000000000000000 1033
## 25 7100000000000000000000 1033
## 26 100000000000000000000 1033
## 27 13600000000000000000000 1033
## 28 5400000000000000000000 1033
## 29 4900000000000000000000 1033
## 30 50500000000000000000000 1033
## 31 1500000000000000000000 1033
## 32 200000000000000000000 1033
## 33 100000000000000000000 1033
## 34 100000000000000000000 1033
## 35 8000000000000000000000 1033
## 36 7400000000000000000000 1033
## 37 100000000000000000000 1033
## 38 100000000000000000000 1033
## 39 1800000000000000000000 1033
## 40 82100000000000000000000 1033
## 41 7000000000000000000000 922
## 42 300000000000000000000 1033
## 43 15300000000000000000000 1033
## 44 200000000000000000000 1033
## 45 1300000000000000000000 1033
## 46 3000000000000000000 1033
## 47 3700000000000000000000 1033
## 48 1100000000000000000000 1033
## 49 6400000000000000000000 1033
## 50 100000000000000000000 1033
## 51 20400000000000000000000 1033
## 52 100000000000000000000 1033
## 53 22500000000000000000000 1033
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## 55 1900000000000000000000 1033
## 56 100000000000000000000 1033
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## 61 100000000000000000000 1033
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## 63 6300000000000000000000 1033
## 64 15000000000000000000000 1033
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## 68 6600000000000000000000 1033
## 69 100000000000000000000 1033
## 70 100000000000000000000 1033
## 71 4200000000000000000000 1033
## 72 2000000000000000000000 1033
## 73 200000000000000000000 1033
## 74 1600000000000000000000 1033
## 75 1900000000000000000000 1033
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## 87 100000000000000000000 1033
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## 93 2500000000000000000000 1033
## 94 4400000000000000000000 1033
## 95 100000000000000000000 1033
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## 100 1900000000000000000000 1033
## 101 1200000000000000000000 1033
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## 103 700000000000000000000 1033
## 104 11400000000000000000000 1033
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## 106 100000000000000000000 1033
## 107 4500000000000000000000 1033
## 108 100000000000000000000 1033
## 109 19200000000000000000000 1033
## 110 1500000000000000000000 1033
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## 112 64000000000000000000000 1033
## 113 116000000000000000000000 1033
## 114 157700000000000000000000 1033
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## 126 3400000000000000000000 1033
## 127 9400000000000000000000 1033
## 128 13500000000000000000000 1033
## 129 5100000000000000000000 1033
## 130 53600000000000000000000 1033
## 131 7300000000000000000000 1033
## 132 2300000000000000000000 1033
## 133 100000000000000000000 1033
## 134 15200000000000000000000 1033
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## 69 QmSL65DYNfaaabj4tVeTnAzinpgZsDvEUsTsEu79YykxjW
## 70 QmaB28b3BMpEnPtqJyuAQNuCzkGgWPXbaYrH7pjDJR7NYL
## 71 QmbrFgsMRiVSFLdpT5NveyioE1L6P5RCgy5eNYQvufhuLp
## 72 Qma9bvmT39fCkG5woFkrXLebPUbbXGSBcXQD9Z3vArJyso
## 73 QmTScm43kN2xfdKK9h7nWs3a7c7ypjPjtKJe1NsAsCfnCL
## 74 QmVEWdQQTJNoURcdefRQm8JEZo7TFtLA1dwkMRrBs2585Z
## 75 QmVxMhEzFyPHoGzK7E4HQLVv9E8HzPB8hSpqVL9evtqh2K
## 76 QmQ2Y2QkC5MXngj7Kusrp9WRG9EhS16QpZGyW5A4CivXUS
## 77 QmUSffoxhjXNQjZmfi56EPWtt1dGGcZcGqz98hmQLh8UzG
## 78 Qme4pZsov2kSRxYR74SvYCQuiWi8MqybCfBWbEXeyMYEjv
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## 100 QmVf3FcBasTsmATxekgL1QQKsK72CR9TG8zHwS1tJ5Tx4p
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## 106 QmaBwqJfMSksDTGNSGg8HSPwHdsFEq6HMSCAcCBJMrN3Pw
## 107 QmY1aF7ZM26c4riGFmg2tbsdmESQejFDxY5x5rbt4Gdoq4
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## 109 QmXK4zttkPkpuMYjpyp8YdQYmb15CPN4WETqLStXW9XiGD
## 110 QmTExu7dbmcZBaG4bhbK13Fb83aANvoppV8HbLdQZJgC3Z
## 111 QmfLdMHaFQzpYV5Yzqc8UxQcHJ8xjer5J8fkYMkzu9hakM
## 112 QmVpFJ5tfc9YPDS8TaRj2ocsq9CGKYhRem2HMbCRWMBLRE
## 113 QmcaswVo8QTsnAFG29wBEGfxEyfPBmazTxxW8XvczPTGsR
## 114 QmQcN7s4rrKTqrF1kMXRJpsoyYDFDPiHNmJmjKeccumKX6
## 115 Qmc1mFtNdvykyysPZd8sAMz3tmvyeRWMDxpmggukTx7g1x
## 116 QmUCbuvzqWwa9GcBucSdejFKZqM6dYxK7iNPj1k52cKt59
## 117 QmNv1syNRxH3uFsx7hiXfQLPRGdoPz7arMmHT5uxZpPpsA
## 118 QmcwKc7mXADz6rYtGamKGqCE4q7W7Kvms23mJBAnLxxLhs
## 119 QmZwQix5r9xbDqttjwmqsz8eJxf6tyWfFeMYDRF2g3DCbm
## 120 QmWxvXKmwa1oCqSrzmNibPUVibwYoxodcc26KNhriSsXtG
## 121 QmbGxMtiEqy3j6DaPDABApKm9jKQZJQ6oNkbz1UtTDJxmR
## 122 Qme4i64hYrHrAgwuHXfnMhkyeYRkT89uXDuvHQMxX2woeR
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## 124 QmQfH6zEaoHns9d3jNwko8QXmb8xVofQKPdCLop6qKMUnn
## 125 QmSrAHvu1fmiF3D4nraQSqfg8qZEWEPGhGicAY2hMrR8Ld
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## 128 QmP6bTNozTjdcv9nXvRRzoCV1f3bMh4cuWBDfafARHrQqC
## 129 QmTHjj9Tdy5zCtJn3KvGQam8RaQ3ZncMAgDZL8y9BFxBqY
## 130 QmSXRGMMU4XwbYyhnzM7pjVS3dLkEUn8UuFN7hs9q6U7qd
## 131 QmVHVUTkiTEdF7SijmwvjaGYcPYgwwBBnPd6f177bqFuhd
## 132 QmXp4uXCR99eQwjK946d7h4GtUUDKd1eKc5nJay3ZwEWpW
## 133 QmSdc5FFbLzF436KEqYjCn3BLL5HN69ASNucTFnFqtGUUn
## 134 QmPpNXZS6SfP7LYFgV1aHRwqSGrZRHB3piFMtz6qKsVH7o
## 135 QmXJMMj2hUoBmcXtq4Z7oSh8K6msyE2pk4hTSvpHxJ2TdZ
## 136 QmcbuDPioYe3tv1CC5uytqDhjBJ63QuEoC9TZxDLD6pWQf
## 137 QmXX9JNqpsmph2GdgJNHFB1Xm9JSAni3QZZ96vfngXU4KE
## 138 QmTK9rCAwaFewM9fS4jAGzdK35wowJKRNK8dWuPhtjtves
## 139 QmTLSeRxpzC9qheT67f28LYCsNDd6Coje2S1VR8NSdjJhU
## 140 QmaP6HkZfzgqVvdVkiRHNy6LJiuQTnkdWmMbuu3Red5J2s
## 141 QmatbdjawELyy69kyuG7TC8RKebsdgMoRpwX5ZYy9rURbC
## 142 QmR3U5haiQg5ymFW9okrkbNBBiRzYJR8kB5Qh9AhFQK5Z5
## 143 QmaBvS459yzfu5ykA9eL6S8t1J8PeCm8n3112DVWqSNis5
## 144 QmTCHDfwDRJspwLKboHDyTzLYwhxvsSSpi6grB5G9ZRmtS
## 145 QmXiRbvCs9aCt7PzkFE26SE4usDLJLeKhDWNpZfzV7qHGW
## 146 Qma4JUhxBgdoMGHs5MNnqWPbk2d3mE1SvqdPjRT8qwooyK
## 147 QmUaEvatzK4DokiCFr8JyJTj64CKX74pV7LJgthqvUGYND
## 148 QmdiykT6LaGCiqPwrpZMsYzXh2PExBbnR3fcLj15q5cdXd
## 149 QmeiMQqV5TpKoCLrFstkuQBx1aCdgo1DscY7RQMEouZzg7
## 150 QmP1yBXic8wBA9u3vdHHL9smk7sE7gcox48L2QoTGL35Cs
## 151 QmaAFmLb4HBgazuxNHY8HziUDAD66zfRALx1kqfD24Ueb8
## 152 QmSdWHc2EMeYdYpkMwpogtNECesGYhaaNFaPzKn4Wrcamv
## 153 QmehkYXqeFdRDhdN6UeBzXkaSM7aS3C3VFCzEfrwPr2hiD
## 154 QmR1jfvovkrsMGd4YVNweJtVmi2DPzgnTfnVsFMjUnNRkB
## 155 QmPB1fZxWhgMA9u6K7TNzqjU287EtwuPx8nyxAFSLikgRi
## 156 Qmck1XDhZcCYCsdKYXy2DS7CS3kQfEHT67NVan5cfCmLC1
## 157 QmcQe363orcX5u5DtLvjGrjwfCR89vfrA9YLjHWZc3zutD
## 158 QmevNFrcEkZcb7bji3xYuU5UWP7TZ9kurTJ4mW5VebGc9S
## 159 QmWZrJghWFFqFaYteYmoFoBaMeancixDhU1qe2ZpSQ9Hir
## 160 QmZ119nJYGVhsSSP8cCeBY1YpwoQCKBFhfvoxAy7fWs3Qi
## 161 QmaRd3T8BTfPMNMrxo9uehkZFuHeqavLxUhAXTnQ3xPbGj
## 162 QmYkFai64X7g9YNwmrWqa5HNez4en5Vhz3oowi3UrrXkAC
## 163 QmWg8p5aqRZfd57TjYmm5a8Udjm9DrGSQMjLi8k6PhbVrQ
## 164 QmbPUyAyzyVVFpaJCS7T9g6imVwp9LRJLP9ZWumwUjQeKj
## 165 QmXUTLBibdxWtk37dxJLcchSZfRz7FxKHdqrQwc6y5zwas
## 166 QmfTYPHrWaYkaFzwCwmXXshc3Vb7pp77uiqB7XmBb7g14b
## 167 QmSmcEG9MemxKGrj4ASDJ3JccRtZDbxTLvXgCu7WBYQeAQ
## 168 QmUTRi2Tnq9RGuDjmCx6bQfjWJYHe8NV6BZ2CmgbXuaAQ1
## 169 QmSxmGgUGwYskjkbzQZEjLC8jHbd1hjdcV8ifAiQRtDwZL
## 170 QmbcnbfPS7GTy72PDasMiCkJDZTehU1Ctura24LY274rFoNow we can extract the data we care about from json_data$data$allocations into a dataframe:
# get list of current allocations
current_allocations = as.data.frame(json_data$data$allocations)## # A tibble: 170 × 5
## allocatedTokens createdAtEpoch id status subgraphDeployment.i…¹
## <chr> <int> <chr> <chr> <chr>
## 1 1000000000000000000000 1033 0x036e… Active QmXhqwzJZDgnAAVsEYYhg…
## 2 5000000000000000000000 1033 0x0388… Active QmY5mVYHfLXoJf5z5q5aN…
## 3 113500000000000000000000 1033 0x0421… Active QmNYmMYFZpGUMjXz4rXAY…
## 4 7000000000000000000000 1033 0x046c… Active QmYzVKbGx2pAPLNUbmMhA…
## 5 500000000000000000000 1033 0x0484… Active Qma91PBS9v2N8xFCuTgu1…
## 6 104400000000000000000000 1033 0x07b8… Active QmQJMMWn8DWXuoX4B2kEU…
## 7 1400000000000000000000 1033 0x07de… Active Qmb5uEy2BRXTzKo5xNyxc…
## 8 100000000000000000000 1033 0x08f8… Active QmdUknu8tyvH1BAE1X2rs…
## 9 4700000000000000000000 1033 0x0977… Active QmRT7M2wHbkFdC9N9qje9…
## 10 10100000000000000000000 1033 0x0b5b… Active QmddvgpoNsfxXyQ972Khp…
## # ℹ 160 more rows
## # ℹ abbreviated name: ¹subgraphDeployment.ipfsHashWe still have a nested column in subgraphDeployment. Next let’s extract the ipfsHash and unnest this column to get a cleaned dataset:
# add ipfs hash
current_allocations$deployment = json_data$data$allocations$subgraphDeployment.ipfsHash
# remove old nested column
current_allocations %<>% select(-subgraphDeployment.ipfsHash) ## # A tibble: 170 × 5
## allocatedTokens createdAtEpoch id status deployment
## <chr> <int> <chr> <chr> <chr>
## 1 1000000000000000000000 1033 0x036ea0c9f6fe1880… Active QmXhqwzJZ…
## 2 5000000000000000000000 1033 0x0388355b3ade9eab… Active QmY5mVYHf…
## 3 113500000000000000000000 1033 0x0421de347b89ea59… Active QmNYmMYFZ…
## 4 7000000000000000000000 1033 0x046cc03607882856… Active QmYzVKbGx…
## 5 500000000000000000000 1033 0x0484fa0c0637c7b8… Active Qma91PBS9…
## 6 104400000000000000000000 1033 0x07b8466b353dcf09… Active QmQJMMWn8…
## 7 1400000000000000000000 1033 0x07de0978fed8684d… Active Qmb5uEy2B…
## 8 100000000000000000000 1033 0x08f8aa48f6c15b0d… Active QmdUknu8t…
## 9 4700000000000000000000 1033 0x0977e71938506e45… Active QmRT7M2wH…
## 10 10100000000000000000000 1033 0x0b5b44e42cb2c03d… Active QmddvgpoN…
## # ℹ 160 more rowsThe last thing we want to do is adjust the allocatedTokens to show the value in GRT instead of the full decimals value. We can do this by dividing the value by 10^18:
current_allocations$allocatedTokens = as.numeric(current_allocations$allocatedTokens)/10^18## # A tibble: 170 × 5
## allocatedTokens createdAtEpoch id status deployment
## <dbl> <int> <chr> <chr> <chr>
## 1 1000 1033 0x036ea0c9f6fe1880eb8c09c6f… Active QmXhqwzJZ…
## 2 5000 1033 0x0388355b3ade9eaba1f8cd485… Active QmY5mVYHf…
## 3 113500 1033 0x0421de347b89ea59e0b084609… Active QmNYmMYFZ…
## 4 7000 1033 0x046cc03607882856ee49c84b2… Active QmYzVKbGx…
## 5 500 1033 0x0484fa0c0637c7b86fbdedf24… Active Qma91PBS9…
## 6 104400 1033 0x07b8466b353dcf099360eaba6… Active QmQJMMWn8…
## 7 1400 1033 0x07de0978fed8684d8ef9f5b5c… Active Qmb5uEy2B…
## 8 100 1033 0x08f8aa48f6c15b0d48d580d2d… Active QmdUknu8t…
## 9 4700 1033 0x0977e71938506e45e35c52d7b… Active QmRT7M2wH…
## 10 10100 1033 0x0b5b44e42cb2c03db9e7110d4… Active QmddvgpoN…
## # ℹ 160 more rows3.2 Pull Current Epoch
We can’t close any allocations that we have opened during the same epoch. We take the same process as the query to pull active allocations above, but this time we are just getting one number for the current epoch on The Graph Network:
# Don't close allocations that have been opened in the same epoch
query = '{
graphNetworks {
currentEpoch
}
}'
# Send POST request to the GraphQL API
response = POST(url, body = list(query = query), encode = "json")
# Parse the JSON response
content = content(response, "text", encoding='UTF-8')
json_data = fromJSON(content, flatten = TRUE)
# get current epoch
current_epoch = json_data$data$graphNetworks$currentEpoch[1]
# view results
current_epoch## [1] 10593.3 Exclude High Volume Subgraphs
When we are already serving a high number of queries on a particular subgraph, we want to avoid closing the allocation if it’s not one that’s been open that long in order to avoid disrupting queries being served.
## [1] "prometheus container IP: 172.18.0.4"## [1] "Processed prometheus data:"
## # A tibble: 254 × 2
## deployment mean_value
## <chr> <dbl>
## 1 QmVxRKd6bbcbUzbNncEwTr8MxEZcnAb3NqV9YN1aBw6tgS 0
## 2 QmNxTYUMZMzJrg2Q73i9WceoBXHV7AW5RbdB1jQiNKnNRj 0
## 3 QmNYmMYFZpGUMjXz4rXAYygSwuakD11C7FNGLo8Nj4SD71 0
## 4 QmfEttTZtkWdvsmRkn9VrES9EybS4jiYdMzZZH2LVz2t5Q 0
## 5 QmZd7ew6pgSn3BA1zPKJ5GC3iRRtYezMNcADpcHnpPAdju 0
## 6 QmXkEwZRMagTAtZt1mf6vPRu2kV4JUyjoKHriayJ6YbJfv 0
## 7 QmRT7M2wHbkFdC9N9qje9UZ7WMHQ3MhwMvSHfWFYg9vGBr 0
## 8 QmRuPq9vmTwDPEQvUaoMGvB3zEPc5S3J1wuJPoW5WMTuVL 0
## 9 QmdsSNTCMe1zYjWWb78W7JjeMZbn7cHKBHm3iNxRwqaLwT 0
## 10 QmVi7VY4RVYr3Ukf2RaWai9tQJ945hCRxFNFfvCNDjwaHY 0
## # ℹ 244 more rowsThe data below has been pulled from Prometheus for the indexer. For simplicity this data pull was hidden, reach out to me for more information. This step isn’t necessary, just something in place to not hurt the indexer’s ability to serve queries while also frequently unallocating.
In the data below, mean_value represents the average number of queries served on a subgraph deployment by the indexer over the previous 2 hour period:
## # A tibble: 254 × 2
## deployment mean_value
## <chr> <dbl>
## 1 QmVxRKd6bbcbUzbNncEwTr8MxEZcnAb3NqV9YN1aBw6tgS 0
## 2 QmNxTYUMZMzJrg2Q73i9WceoBXHV7AW5RbdB1jQiNKnNRj 0
## 3 QmNYmMYFZpGUMjXz4rXAYygSwuakD11C7FNGLo8Nj4SD71 0
## 4 QmfEttTZtkWdvsmRkn9VrES9EybS4jiYdMzZZH2LVz2t5Q 0
## 5 QmZd7ew6pgSn3BA1zPKJ5GC3iRRtYezMNcADpcHnpPAdju 0
## 6 QmXkEwZRMagTAtZt1mf6vPRu2kV4JUyjoKHriayJ6YbJfv 0
## 7 QmRT7M2wHbkFdC9N9qje9UZ7WMHQ3MhwMvSHfWFYg9vGBr 0
## 8 QmRuPq9vmTwDPEQvUaoMGvB3zEPc5S3J1wuJPoW5WMTuVL 0
## 9 QmdsSNTCMe1zYjWWb78W7JjeMZbn7cHKBHm3iNxRwqaLwT 0
## 10 QmVi7VY4RVYr3Ukf2RaWai9tQJ945hCRxFNFfvCNDjwaHY 0
## # ℹ 244 more rowsNow we can join the new data above prometheus_data_clean to our main dataset current_allocations to bring in the new field for queries served on the subgraph over the past 2 hours:
current_allocations = current_allocations %>%
left_join(prometheus_data_clean) ## # A tibble: 170 × 6
## allocatedTokens createdAtEpoch id status deployment mean_value
## <dbl> <int> <chr> <chr> <chr> <dbl>
## 1 1000 1033 0x036ea0c9f6fe18… Active QmXhqwzJZ… 0
## 2 5000 1033 0x0388355b3ade9e… Active QmY5mVYHf… 0
## 3 113500 1033 0x0421de347b89ea… Active QmNYmMYFZ… 0
## 4 7000 1033 0x046cc036078828… Active QmYzVKbGx… NA
## 5 500 1033 0x0484fa0c0637c7… Active Qma91PBS9… 0
## 6 104400 1033 0x07b8466b353dcf… Active QmQJMMWn8… 0
## 7 1400 1033 0x07de0978fed868… Active Qmb5uEy2B… 0
## 8 100 1033 0x08f8aa48f6c15b… Active QmdUknu8t… 0
## 9 4700 1033 0x0977e71938506e… Active QmRT7M2wH… 0
## 10 10100 1033 0x0b5b44e42cb2c0… Active QmddvgpoN… 0
## # ℹ 160 more rowsLet’s also make sure to replace any NA or infinite values with 0:
current_allocations %<>%
mutate(mean_value = case_when(is.na(mean_value) == TRUE ~ 0,
is.finite(mean_value) == FALSE ~ 0,
TRUE ~ mean_value))## # A tibble: 170 × 6
## allocatedTokens createdAtEpoch id status deployment mean_value
## <dbl> <int> <chr> <chr> <chr> <dbl>
## 1 1000 1033 0x036ea0c9f6fe18… Active QmXhqwzJZ… 0
## 2 5000 1033 0x0388355b3ade9e… Active QmY5mVYHf… 0
## 3 113500 1033 0x0421de347b89ea… Active QmNYmMYFZ… 0
## 4 7000 1033 0x046cc036078828… Active QmYzVKbGx… 0
## 5 500 1033 0x0484fa0c0637c7… Active Qma91PBS9… 0
## 6 104400 1033 0x07b8466b353dcf… Active QmQJMMWn8… 0
## 7 1400 1033 0x07de0978fed868… Active Qmb5uEy2B… 0
## 8 100 1033 0x08f8aa48f6c15b… Active QmdUknu8t… 0
## 9 4700 1033 0x0977e71938506e… Active QmRT7M2wH… 0
## 10 10100 1033 0x0b5b44e42cb2c0… Active QmddvgpoN… 0
## # ℹ 160 more rows# Calculate 48-hour query volume using the 'query_volume' object loaded from the previous step's snapshot.
# This object contains daily query counts per subgraph.
forty_eight_hour_volume = query_volume %>%
# filter to the past 2 days (48 hours)
filter(date >= Sys.Date() - days(2)) %>%
# group by subgraph id (using the correct column name)
group_by(subgraph_deployment_ipfs_hash) %>%
# sum the query count over the past 2 days
summarize(forty_eight_hour_volume = sum(query_count, na.rm = TRUE), .groups = 'drop')
# Join the 48-hour volume data using the correct column names
current_allocations %<>% left_join(forty_eight_hour_volume, by=c('deployment'='subgraph_deployment_ipfs_hash'))
# Replace NA volume with 0 for filtering purposes
current_allocations %<>%
mutate(forty_eight_hour_volume = ifelse(is.na(forty_eight_hour_volume), 0, forty_eight_hour_volume))
# Filter allocations based on user's criteria:
# 1. Exclude allocations created in the current epoch.
# 2. Exclude allocations serving > 100k queries in the last 48h AND are less than 20 epochs old.
# (i.e., keep allocations if they are NOT (high volume AND young))
current_allocations %<>%
filter(createdAtEpoch != current_epoch) %>%
filter(!(forty_eight_hour_volume > 100000 & (current_epoch - createdAtEpoch) < 20))3.4 Close Allocations
Finally our list of subgraphs that we want to close allocations for is ready. As a first step, we create a function run_indexer_command(), which we can use to execute indexer commands through the Indexer CLI:
run_indexer_command = function(command) {
full_command = paste0("./shell_python cli '", command, "'")
tryCatch({
result = system(full_command, intern = TRUE, ignore.stderr = TRUE)
return(paste(result, collapse = "\\n"))
}, error = function(e) {
print(paste("Error executing command:", e$message))
return(NULL)
})
}Now we can iterate through the current_allocations data and unallocate from each subgraph. By doing i in 1:nrow(current_allocations), the variable i will increment from 1 through the number of rows contained in current_allocations. So if there are 20 results in current_allocations of allocations to be closed, the variable i will have the values 1 through 20, incrementing by 1 on each iteration through the for loop.
To avoid issues, we will go one subgraph at a time, doing: 1. queue the unallocation with: graph indexer actions queue unallocate 2. approve the action to unallocate from the one subgraph with: graph indexer actions approve 3. execute the unallocation with: graph indexer actions execute approved
for (i in 1:nrow(current_allocations)){
# print update
print(paste('Unallocating from:', current_allocations[i,]$deployment))
# queue unallocation
unallocate_output = run_indexer_command(paste0("graph indexer actions queue unallocate ",current_allocations[i,]$deployment," ", current_allocations[i,]$id, " --network arbitrum-one"))
# Replace the escaped newlines with actual newlines
unallocate_output = gsub("\\\\n", "\n", unallocate_output)
# show outputs
print(unallocate_output)
# Extract the action_id using a regular expression
action_id = as.numeric(str_extract(unallocate_output, "(?<=\n│ )[0-9]+(?= │ arbitrum-one)"))
# now can execute the unallocation using the extracted action_id
run_indexer_command(paste0("graph indexer actions approve ", action_id))
# execute unallocation
unallocate_output = run_indexer_command("graph indexer actions execute approved")
# show outputs
print(unallocate_output)
}## [1] "Unallocating from: QmXhqwzJZDgnAAVsEYYhg7H46wZQqCMnvXhKionqdmBxGk"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmY5mVYHfLXoJf5z5q5aNG8Bg5TmJdDksvuT3kgcwWArnx"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmNYmMYFZpGUMjXz4rXAYygSwuakD11C7FNGLo8Nj4SD71"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYzVKbGx2pAPLNUbmMhA3KMVMHD3WPqdDDjTm9Fm3sgdw"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qma91PBS9v2N8xFCuTgu18oU1nuqfqgrxTJXWEQ6wWNUMp"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQJMMWn8DWXuoX4B2kEUj4Ld3czrrnVZ4xuFH7Z7v4X8u"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qmb5uEy2BRXTzKo5xNyxcQrPBE7vPztcS9eoZmdpQksCto"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdUknu8tyvH1BAE1X2rshXNDBPToYtQ8JypEKTxxcdGem"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmRT7M2wHbkFdC9N9qje9UZ7WMHQ3MhwMvSHfWFYg9vGBr"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmddvgpoNsfxXyQ972KhpHMDAyPjwZWcHTd6pXZ9CsuqsZ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmWjKBaLENbsi2BPzUxpdiX7FUmw1eZqjEfLNv83RNb6YD"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdRFSobiBMoKKyNZnwahtn8uzPFxat86qg1Mu7KobJcSb"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYp9QSBe1zxRZq5iNWYPg5bAN59c5rhvQwEt6hcHAd8Pc"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmRKm6THtyr3Ej73LF9jVe4GdSiq1sMQg4XVip6axvLdHm"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaCNKnKiFrhY9L1CapvdaaucSqMYhVL1jdSWJSXDv72Rt"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZ3TUhnG2cJxniWhy7zFk7vZCVnmUZagWcvURuhGBp3Nd"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYzXQTUFhqwnDFxS1ya7xjMSHZmvu7VdM8xRtHXmTrNs9"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdRe7FszwQAknHdYZoETWfPZwvZZA9QYgVcaiMLpKHyDT"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcFx1aE7VhWXkQhcZyrzfm8AGkSzSWeid2FjTEkYBfKou"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQUUhJCBR1RLnqXSjSBjjbKMMevnRMNqnseMDsRAcjwPL"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZqKd3ZvqwWcLsydUdQoW3gEJS9KthEEEqBVKC9qkLXbe"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSpVX4erA4JarKq2w2E7qKJuSUN4NmyX3PKA5NadAMCFg"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmX2XKyk1Rk12PSkeC2vBUn7TM1kPESRiipc8yWjezM2Mk"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPjeesdXSYBstNqJMDjqkpZP1CLtotR2y7Lom75JhBuG9"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcMk21Jdeng7SWv8yqhskhKbykqgH12vE64cnNhzSbXJ8"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXHxAEB493jUAcBVhwCd2odCdF2mh96GKndhaeHYGEoKG"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYDS1MwYNjciXpJVtuuhb9KoPd6CCKLVYnhW3ofzm6yt1"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPtGvWk56Bw1S9DjUeSq412w7AC4bDdwThf9AYHgjFNKu"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTxm59Gj98m24yLiP6nMJpWhxdoJ1Xh3nocvu3LDDeKjd"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTsgX4C2sAmvDg6C3pKVxKpHGkF74vrNGJqGCCZ3qJP2f"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmazyoeJLSfTPhWa2q9LkfJAm2TGTxWomfSs2ivSux3vVb"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qme5nGiCCDJcDtA5xoJ4iPAtjQgBfLekqRvxXesKCiH8XX"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVwxw75dUgFbMrapJ7WJJFiQbqpKu2YCc8PdLmAVMvJWW"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdWjLiYkTUijiRvSYmfMzZXq7wYhSVJYtUADgQEQrYVaa"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXFxEf2Hp1KPUZ757iXQCcqMgTAoX7mheMfhUYhYEjfiZ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcykahJW7hPPpvZKXcgTfNeVTVdHfm5wDEoojSzuYmpJA"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaJcXuvGW3GST8UfjTHSXSpmJ4YupCXfyYq6K2L99FX1w"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZM8HcNZRZDNTKf4wGZmiSJRX5EQNaZcHrG2BpjqDLkUE"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSThLAKsPhzGffqKwcZnteqA2CR6HbQCtHygVojErwiEN"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmRgLbT4J6u2fCDWTYEXW6V4r7DbyWraqYSKXNQ3ki5QcA"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeWYQm1r39iZdKTzJYzNYHKmfNSWYEdq8cprPpfz44n88"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZhm7MB9vuPkBeH5yNziz7jsUBZ8eHcAZYDo1n3EXjt9R"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYSxAAWeXDJ8DbWTy3ovv5gwsf2qHvUH8TYcU4PNZWtx3"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmNs1YDpRPdHFcXdyZ9nwDQAx74hwuWDyULE74rejd4THP"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmNeyrYWm2HgmJ1EUToNfacWUaiDmTnV32EJa9TvndVg9f"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXe3ydYJhpTKhD23pvBa6vVJ4kLiwwkDRHLve5WVGABiA"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPorvah322jyTLZdwAGcXyr3FXhLr4oZUYjEkwtfuBitL"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVeh3KUMBRNTTTZDipWFEdPrxnnnHz3yzyugRvJJwzXrY"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeJMbnUgBuEkaA85vvM7Su71XR9dW2uhCdxCLqYoLd4Za"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbWhGfCrewoQvwJ7GSvAm51AX8Z3rb8q3fsJNvAFB9svz"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmarbBQvPpbfG1juCocy46bKfVXpTCPnsqPZ39hZ8m8jx3"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qmeb33uBPhMDu7AhHHWZcRRAha6WD19sKwpSdXNCitbZZy"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPunG545b3XcW5jmdYPJjDSyyRKBa4rupp5nR9dz8x5k6"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYTW2ZJwigboMXiPhiozLfRUpmUGLRLzsceLDDJQUNKsn"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmNRhNkLoaqHbVdbG8aVat7NvVWFq1wGpmEgicUCAiLonD"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVa4x9Jqhq2b3QbUTfTgeqCvVZtvuZva7CSg8fnKiNT5A"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcN5d7N4Xe6tL9pW9U71jzo9sPSuioaJeCqbbAC1PhWQD"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZrXQLVDDRsCpSqaMjtGfjpfSE51aC5Tetw5uhQCPm2cR"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQTGTovKTt3pni5iRyeWKYkUM2sttEahfDd5yhwqqiBkW"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXpQxU2u8CeswB7t43M6bEnqCa13b6qHD3x5t9qY2BBaQ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbK8eiivKro8XT9xALjQSbDtcdTBPVYzZeC29gUua7P7F"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTiCYux4Jxmn6ur2g7w7R9rUjpftQdRdantexSyzR5peX"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPiXvLKgVwTngiFGfi6p4sA75WYsizgbbdNnGw6nyhNMX"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQtNd36amtQ8h8GF5rwkLLWyyBGwqad3j3WgZAMuLvDMd"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcPEu6Ty7D8sGWeSAoYGkk587q2TFetzjq5XGHxRmM9qW"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmU8G3bY1v3r5RkLjcpJQbBnZauj4pL6KdGQMEhXj3N8qA"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdwwtZact8w2pE7bRpvptS91cd95kWGmxZyj41yi2noZi"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcdvmAXqHh4cy37ePuETRcFjWv5tSUF1A1QqJf6Nx147t"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSL65DYNfaaabj4tVeTnAzinpgZsDvEUsTsEu79YykxjW"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaB28b3BMpEnPtqJyuAQNuCzkGgWPXbaYrH7pjDJR7NYL"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbrFgsMRiVSFLdpT5NveyioE1L6P5RCgy5eNYQvufhuLp"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qma9bvmT39fCkG5woFkrXLebPUbbXGSBcXQD9Z3vArJyso"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTScm43kN2xfdKK9h7nWs3a7c7ypjPjtKJe1NsAsCfnCL"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVEWdQQTJNoURcdefRQm8JEZo7TFtLA1dwkMRrBs2585Z"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVxMhEzFyPHoGzK7E4HQLVv9E8HzPB8hSpqVL9evtqh2K"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQ2Y2QkC5MXngj7Kusrp9WRG9EhS16QpZGyW5A4CivXUS"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmUSffoxhjXNQjZmfi56EPWtt1dGGcZcGqz98hmQLh8UzG"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qme4pZsov2kSRxYR74SvYCQuiWi8MqybCfBWbEXeyMYEjv"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeZ9q66wq9nWJjrsadQ3YExLsVoMZqA79zPCtXpCFutX6"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTL9gppqx1peUXStyro9UNN8eHRUR9rwBXjRJwhUrkHTR"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQt68MLdhSLARNb8gjhZdscPZ2nLw12i6GoabSDLPgsQ1"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaE9BZUMPpc9mcJPVbG9xnz6xWKDVKJeUyndcLWCi1nKr"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZBvbb1ud2DMDBSBD3NV3SMWBoNcgi1Z4v62R4X6vBEMh"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qmf2LYYE8f2doyoQpCvN7Nc9UZV9YSXUYC5koZ6SHWu2wm"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZVxhK2AbqkdiRm9manVAZ3hfaswfiRxTtcePotJTn8Mf"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmabixWKSqeUms5NU5RNgAMVRrRnX9n9bt45hAftggUs7q"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmezhHgNmj9sd9PUVUsVBEHynaKBxgiX9cQgpoPGkeT5Sq"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZd7ew6pgSn3BA1zPKJ5GC3iRRtYezMNcADpcHnpPAdju"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbS4ZMCW4QFEwUXMKs1xYZ4RZBNQCLccd5qoVU7erQtTM"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qme1543TivTdAobAPuqaRVBqkU4aaxV5v9rzws9qHBUErt"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcumC3ZhLgkEyh548qA8tUNwSCe2pRG4fjYH5GsjRQMMs"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXZcuwCHPAuiVriHHW4hcyvnfvYRrSRWPe1869SiUPjjY"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qmdv8zRyxPC7cmi5fpTdcViptimbCwaHVdb71sXPdWzUhL"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeHZcGmj7wrJMHRrPVDGiVaprs7t21n1jjeUHhPUeMRcA"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSfKsoBUHcezd6uhhftvFAjLQm1JvbJLRPPGHRvzTYwna"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQSNjw39ij4nmjNmpsC6t3fkBvjdfMujK52bkRHExuyM6"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYV4MbMHuE98rWL5HRJbnmvW9XWmwTosXMbPDQv8Kgwmz"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmWoG43UWCqZpM3ZCvdvjAfeNuYxs3kEeME9aCytkSZAGE"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeSiH8GW213XNQFY31rRC4XhLZv2D6y2Sr14tF5pqAKSb"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVf3FcBasTsmATxekgL1QQKsK72CR9TG8zHwS1tJ5Tx4p"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPbAPGuq8PT5qMW2dtKCZoxW3Rpa2kFfr3qddCFMsorcc"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmNxTYUMZMzJrg2Q73i9WceoBXHV7AW5RbdB1jQiNKnNRj"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcBxAXivw8bkNAhqavTzjEtbH8KSeS8NaSUiPU2fSbqWQ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVi7VY4RVYr3Ukf2RaWai9tQJ945hCRxFNFfvCNDjwaHY"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmfW5ePHUCrQ51fCcbJUvtKd7NRPeHei16cR8m1taHku8U"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaBwqJfMSksDTGNSGg8HSPwHdsFEq6HMSCAcCBJMrN3Pw"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmY1aF7ZM26c4riGFmg2tbsdmESQejFDxY5x5rbt4Gdoq4"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmUjTw5kC7RoTwNuLoGtPsyfRQBioosWDYZCE81RR5T95R"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXK4zttkPkpuMYjpyp8YdQYmb15CPN4WETqLStXW9XiGD"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTExu7dbmcZBaG4bhbK13Fb83aANvoppV8HbLdQZJgC3Z"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmfLdMHaFQzpYV5Yzqc8UxQcHJ8xjer5J8fkYMkzu9hakM"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVpFJ5tfc9YPDS8TaRj2ocsq9CGKYhRem2HMbCRWMBLRE"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcaswVo8QTsnAFG29wBEGfxEyfPBmazTxxW8XvczPTGsR"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQcN7s4rrKTqrF1kMXRJpsoyYDFDPiHNmJmjKeccumKX6"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qmc1mFtNdvykyysPZd8sAMz3tmvyeRWMDxpmggukTx7g1x"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmUCbuvzqWwa9GcBucSdejFKZqM6dYxK7iNPj1k52cKt59"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmNv1syNRxH3uFsx7hiXfQLPRGdoPz7arMmHT5uxZpPpsA"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcwKc7mXADz6rYtGamKGqCE4q7W7Kvms23mJBAnLxxLhs"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZwQix5r9xbDqttjwmqsz8eJxf6tyWfFeMYDRF2g3DCbm"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmWxvXKmwa1oCqSrzmNibPUVibwYoxodcc26KNhriSsXtG"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbGxMtiEqy3j6DaPDABApKm9jKQZJQ6oNkbz1UtTDJxmR"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qme4i64hYrHrAgwuHXfnMhkyeYRkT89uXDuvHQMxX2woeR"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeHE5D625KJ2btdn7jx9b9EtLtH5kiTjp75y6Qtd5XUo5"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmQfH6zEaoHns9d3jNwko8QXmb8xVofQKPdCLop6qKMUnn"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSrAHvu1fmiF3D4nraQSqfg8qZEWEPGhGicAY2hMrR8Ld"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdsSNTCMe1zYjWWb78W7JjeMZbn7cHKBHm3iNxRwqaLwT"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmWJiduWv7RpLckjMEsXCKffwAcdAsM8gfnTfV642CwfMr"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmP6bTNozTjdcv9nXvRRzoCV1f3bMh4cuWBDfafARHrQqC"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTHjj9Tdy5zCtJn3KvGQam8RaQ3ZncMAgDZL8y9BFxBqY"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSXRGMMU4XwbYyhnzM7pjVS3dLkEUn8UuFN7hs9q6U7qd"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmVHVUTkiTEdF7SijmwvjaGYcPYgwwBBnPd6f177bqFuhd"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXp4uXCR99eQwjK946d7h4GtUUDKd1eKc5nJay3ZwEWpW"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSdc5FFbLzF436KEqYjCn3BLL5HN69ASNucTFnFqtGUUn"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPpNXZS6SfP7LYFgV1aHRwqSGrZRHB3piFMtz6qKsVH7o"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXJMMj2hUoBmcXtq4Z7oSh8K6msyE2pk4hTSvpHxJ2TdZ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcbuDPioYe3tv1CC5uytqDhjBJ63QuEoC9TZxDLD6pWQf"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXX9JNqpsmph2GdgJNHFB1Xm9JSAni3QZZ96vfngXU4KE"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTK9rCAwaFewM9fS4jAGzdK35wowJKRNK8dWuPhtjtves"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTLSeRxpzC9qheT67f28LYCsNDd6Coje2S1VR8NSdjJhU"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaP6HkZfzgqVvdVkiRHNy6LJiuQTnkdWmMbuu3Red5J2s"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmatbdjawELyy69kyuG7TC8RKebsdgMoRpwX5ZYy9rURbC"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmR3U5haiQg5ymFW9okrkbNBBiRzYJR8kB5Qh9AhFQK5Z5"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaBvS459yzfu5ykA9eL6S8t1J8PeCm8n3112DVWqSNis5"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmTCHDfwDRJspwLKboHDyTzLYwhxvsSSpi6grB5G9ZRmtS"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXiRbvCs9aCt7PzkFE26SE4usDLJLeKhDWNpZfzV7qHGW"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qma4JUhxBgdoMGHs5MNnqWPbk2d3mE1SvqdPjRT8qwooyK"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmUaEvatzK4DokiCFr8JyJTj64CKX74pV7LJgthqvUGYND"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmdiykT6LaGCiqPwrpZMsYzXh2PExBbnR3fcLj15q5cdXd"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmeiMQqV5TpKoCLrFstkuQBx1aCdgo1DscY7RQMEouZzg7"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmP1yBXic8wBA9u3vdHHL9smk7sE7gcox48L2QoTGL35Cs"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaAFmLb4HBgazuxNHY8HziUDAD66zfRALx1kqfD24Ueb8"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSdWHc2EMeYdYpkMwpogtNECesGYhaaNFaPzKn4Wrcamv"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmehkYXqeFdRDhdN6UeBzXkaSM7aS3C3VFCzEfrwPr2hiD"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmR1jfvovkrsMGd4YVNweJtVmi2DPzgnTfnVsFMjUnNRkB"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmPB1fZxWhgMA9u6K7TNzqjU287EtwuPx8nyxAFSLikgRi"## [1] ""## [1] "No items found"
## [1] "Unallocating from: Qmck1XDhZcCYCsdKYXy2DS7CS3kQfEHT67NVan5cfCmLC1"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmcQe363orcX5u5DtLvjGrjwfCR89vfrA9YLjHWZc3zutD"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmevNFrcEkZcb7bji3xYuU5UWP7TZ9kurTJ4mW5VebGc9S"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmWZrJghWFFqFaYteYmoFoBaMeancixDhU1qe2ZpSQ9Hir"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmZ119nJYGVhsSSP8cCeBY1YpwoQCKBFhfvoxAy7fWs3Qi"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmaRd3T8BTfPMNMrxo9uehkZFuHeqavLxUhAXTnQ3xPbGj"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmYkFai64X7g9YNwmrWqa5HNez4en5Vhz3oowi3UrrXkAC"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmWg8p5aqRZfd57TjYmm5a8Udjm9DrGSQMjLi8k6PhbVrQ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbPUyAyzyVVFpaJCS7T9g6imVwp9LRJLP9ZWumwUjQeKj"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmXUTLBibdxWtk37dxJLcchSZfRz7FxKHdqrQwc6y5zwas"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmfTYPHrWaYkaFzwCwmXXshc3Vb7pp77uiqB7XmBb7g14b"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSmcEG9MemxKGrj4ASDJ3JccRtZDbxTLvXgCu7WBYQeAQ"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmUTRi2Tnq9RGuDjmCx6bQfjWJYHe8NV6BZ2CmgbXuaAQ1"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmSxmGgUGwYskjkbzQZEjLC8jHbd1hjdcV8ifAiQRtDwZL"## [1] ""## [1] "No items found"
## [1] "Unallocating from: QmbcnbfPS7GTy72PDasMiCkJDZTehU1Ctura24LY274rFo"## [1] ""## [1] "No items found"Nice! Next we will begin the process to decide new allocations, by viewing the list of subgraphs we currently have synced. Next section
save.image('/root/github/indexer_analytics_tutorial/data/chapters_snapshots/04-close_allocations.RData')