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jground.py
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#/usr/bin/env python3
import requests
import json
import numpy as np
import os
import git
import subprocess
from shutil import copyfile
from ground import client
class Node:
def __init__(self, sourceKey=None, nodeId=None):
self.sourceKey = sourceKey
self.nodeId = nodeId
def to_json(self):
d = {
'sourceKey': self.sourceKey,
'nodeId': self.nodeId,
'class': 'Node'
}
return json.dumps(d)
class NodeVersion:
def __init__(self, node=Node()):
self.sourceKey = node.sourceKey
self.nodeId = node.nodeId
self.tags = None
self.parentIds = None
self.nodeVersionId = None
def to_json(self):
d = {
'sourceKey': self.sourceKey,
'nodeId': self.nodeId,
'tags': self.tags,
'parentIds': self.parentIds,
'nodeVersionId': self.nodeVersionId,
'class': 'NodeVersion'
}
return json.dumps(d)
class Edge:
def __init__(self, sourceKey=None, fromNodeId=None, toNodeId=None):
self.sourceKey = sourceKey
self.fromNodeId = fromNodeId
self.toNodeId = toNodeId
self.edgeId = None
def to_json(self):
d = {
'sourceKey': self.sourceKey,
'fromNodeId': self.fromNodeId,
'toNodeId': self.toNodeId,
'edgeId': self.edgeId,
'class': 'Edge'
}
return json.dumps(d)
class EdgeVersion:
def __init__(self, edge=Edge(), fromNodeVersionStartId=None, toNodeVersionStartId=None):
self.sourceKey = edge.sourceKey
self.fromNodeId = edge.fromNodeId
self.toNodeId = edge.toNodeId
self.edgeId = edge.edgeId
self.fromNodeVersionStartId = fromNodeVersionStartId
self.toNodeVersionStartId = toNodeVersionStartId
self.edgeVersionId = None
def to_json(self):
d = {
'sourceKey': self.sourceKey,
'fromNodeId': self.fromNodeId,
'toNodeId': self.toNodeId,
'edgeId': self.edgeId,
'fromNodeVersionStartId': self.fromNodeVersionStartId,
'toNodeVersionStartId' : self.toNodeVersionStartId,
'edgeVersionId': self.edgeVersionId,
'class': 'EdgeVersion'
}
return json.dumps(d)
class Graph:
def __init__(self):
self.nodes = {}
self.nodeVersions = {}
self.edges = {}
self.edgeVersions = {}
self.ids = set([])
self.__loclist__ = []
self.__scriptNames__ = []
def gen_id(self):
newid = len(self.ids)
self.ids |= {newid}
return newid
"""
Abstract class: do not instantiate
"""
class GroundAPI:
headers = {"Content-type": "application/json"}
### EDGES ###
def createEdge(self, sourceKey, fromNodeId, toNodeId, name="null"):
d = {
"sourceKey": sourceKey,
"fromNodeId": fromNodeId,
"toNodeId": toNodeId,
"name": name
}
return d
def createEdgeVersion(self, edgeId, fromNodeVersionStartId, toNodeVersionStartId):
d = {
"edgeId": edgeId,
"fromNodeVersionStartId": fromNodeVersionStartId,
"toNodeVersionStartId": toNodeVersionStartId
}
return d
def getEdge(self, sourceKey):
raise NotImplementedError("Invalid call to GroundClient.getEdge")
def getEdgeLatestVersions(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getEdgeLatestVersions")
def getEdgeHistory(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getEdgeHistory")
def getEdgeVersion(self, edgeVersionId):
raise NotImplementedError(
"Invalid call to GroundClient.getEdgeVersion")
### NODES ###
def createNode(self, sourceKey, name="null"):
d = {
"sourceKey": sourceKey,
"name": name
}
return d
def createNodeVersion(self, nodeId, tags=None, parentIds=None):
d = {
"nodeId": nodeId
}
if tags is not None:
d["tags"] = tags
if parentIds is not None:
d["parentIds"] = parentIds
return d
def getNode(self, sourceKey):
raise NotImplementedError("Invalid call to GroundClient.getNode")
def getNodeLatestVersions(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeLatestVersions")
def getNodeHistory(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeHistory")
def getNodeVersion(self, nodeId):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeVersion")
def getNodeVersionAdjacentLineage(self, nodeid):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeVersionAdjacentLineage")
### GRAPHS ###
def createGraph(self, sourceKey, name="null"):
d = {
"sourceKey": sourceKey,
"name": name
}
return d
def createGraphVersion(self, graphId, edgeVersionIds):
d = {
"graphId": graphId,
"edgeVersionIds": edgeVersionIds
}
return d
def getGraph(self, sourceKey):
raise NotImplementedError("Invalid call to GroundClient.getGraph")
def getGraphLatestVersions(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getGraphLatestVersions")
def getGraphHistory(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getGraphHitory")
def getGraphVersion(self, graphId):
raise NotImplementedError(
"Invalid call to GroundClient.getGraphVersionh")
def commit(self, directory=None):
return
def load(self, directory):
"""
This method is implemented by GitImplementation
It is used to load the Ground Graph to memory (from filesystem)
"""
return
class GitImplementation(GroundAPI):
def __init__(self):
self.graph = Graph()
def __run_proc__(self, bashCommand):
process = subprocess.Popen(bashCommand.split(), stdout=subprocess.PIPE)
output, error = process.communicate()
return str(output, 'UTF-8')
### EDGES ###
def createEdge(self, sourceKey, fromNodeId, toNodeId, name="null"):
edgeid = self.graph.gen_id()
edge = Edge(sourceKey, fromNodeId, toNodeId)
edge.edgeId = edgeid
self.graph.edges[sourceKey] = edge
self.graph.edges[edgeid] = edge
return edgeid
def createEdgeVersion(self, edgeId, fromNodeVersionStartId, toNodeVersionStartId):
edge = self.graph.edges[edgeId]
edgeVersion = EdgeVersion(edge, fromNodeVersionStartId, toNodeVersionStartId)
edgeversionid = self.graph.gen_id()
edgeVersion.edgeVersionId = edgeversionid
if edgeVersion.sourceKey in self.graph.edgeVersions:
self.graph.edgeVersions[edgeVersion.sourceKey].append(edgeVersion)
else:
self.graph.edgeVersions[edgeVersion.sourceKey] = [edgeVersion, ]
self.graph.edgeVersions[edgeversionid] = edgeVersion
return edgeversionid
def getEdge(self, sourceKey):
raise NotImplementedError("Invalid call to GroundClient.getEdge")
def getEdgeLatestVersions(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getEdgeLatestVersions")
def getEdgeHistory(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getEdgeHistory")
def getEdgeVersion(self, edgeVersionId):
raise NotImplementedError(
"Invalid call to GroundClient.getEdgeVersion")
### NODES ###
def createNode(self, sourceKey, name="null"):
if sourceKey not in self.graph.nodes:
nodeid = self.graph.gen_id()
node = Node(sourceKey, nodeid)
self.graph.nodes[sourceKey] = node
self.graph.nodes[nodeid] = node
else:
nodeid = self.graph.nodes[sourceKey].nodeId
return nodeid
def createNodeVersion(self, nodeId, tags=None, parentIds=None):
node = self.graph.nodes[nodeId]
nodeVersion = NodeVersion(node)
if tags:
nodeVersion.tags = tags
if parentIds:
nodeVersion.parentIds = parentIds
# else:
# # Match node versions with the same tags.
# # ALERT: THIS MAY NOT GENERALIZE TO K-LIFTING
# nlvs = self.getNodeLatestVersions(self.graph.nodes[nodeId].sourceKey)
# if nlvs:
# nodeVersion.parentIds = nlvs
# else:
# nodeVersion.parentIds = None
nodeversionid = self.graph.gen_id()
nodeVersion.nodeVersionId = nodeversionid
if nodeVersion.sourceKey in self.graph.nodeVersions:
self.graph.nodeVersions[nodeVersion.sourceKey].append(nodeVersion)
else:
self.graph.nodeVersions[nodeVersion.sourceKey] = [nodeVersion, ]
self.graph.nodeVersions[nodeversionid] = nodeVersion
return nodeversionid
def getNode(self, sourceKey):
return self.graph.nodes[sourceKey]
def getNodeLatestVersions(self, sourceKey):
assert sourceKey in self.graph.nodeVersions
nodeVersions = set(self.graph.nodeVersions[sourceKey])
is_parent = set([])
for nv in nodeVersions:
if nv.parentIds:
assert type(nv.parentIds) == list
for parentId in nv.parentIds:
is_parent |= {self.graph.nodeVersions[parentId],}
return list(nodeVersions - is_parent)
def getNodeHistory(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeHistory")
def getNodeVersion(self, nodeId):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeVersion")
def getNodeVersionAdjacentLineage(self, nodeid):
raise NotImplementedError(
"Invalid call to GroundClient.getNodeVersionAdjacentLineage")
### GRAPHS ###
def createGraph(self, sourceKey, name="null"):
pass
def createGraphVersion(self, graphId, edgeVersionIds):
pass
def getGraph(self, sourceKey):
raise NotImplementedError("Invalid call to GroundClient.getGraph")
def getGraphLatestVersions(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getGraphLatestVersions")
def getGraphHistory(self, sourceKey):
raise NotImplementedError(
"Invalid call to GroundClient.getGraphHitory")
def getGraphVersion(self, graphId):
raise NotImplementedError(
"Invalid call to GroundClient.getGraphVersionh")
def commit(self):
stage = []
for kee in self.graph.ids:
if kee in self.graph.nodes:
serial = self.graph.nodes[kee].to_json()
elif kee in self.graph.nodeVersions:
serial = self.graph.nodeVersions[kee].to_json()
elif kee in self.graph.edges:
serial = self.graph.edges[kee].to_json()
else:
serial = self.graph.edgeVersions[kee].to_json()
assert serial is not None
with open(str(kee) + '.json', 'w') as f:
f.write(serial)
# stage.append(str(kee) + '.json')
# repo = git.Repo.init(os.getcwd())
# repo.index.add(stage)
# repo.index.commit("ground commit")
# tree = repo.tree()
# with open('.jarvis', 'w') as f:
# for obj in tree:
# commithash = self.__run_proc__("git log " + obj.path).replace('\n', ' ').split()[1]
# if obj.path != '.jarvis':
# f.write(obj.path + " " + commithash + "\n")
# repo.index.add(['.jarvis'])
# repo.index.commit('.jarvis commit')
def to_class(self, obj):
if obj['class'] == 'Node':
n = Node()
n.sourceKey = obj['sourceKey']
n.nodeId = obj['nodeId']
self.graph.nodes[n.sourceKey] = n
self.graph.nodes[n.nodeId] = n
self.graph.ids |= {n.nodeId, }
elif obj['class'] == 'NodeVersion':
nv = NodeVersion()
nv.sourceKey = obj['sourceKey']
nv.nodeId = obj['nodeId']
nv.tags = obj['tags']
nv.parentIds = obj['parentIds']
nv.nodeVersionId = obj['nodeVersionId']
if nv.sourceKey in self.graph.nodeVersions:
self.graph.nodeVersions[nv.sourceKey].append(nv)
else:
self.graph.nodeVersions[nv.sourceKey] = [nv, ]
self.graph.nodeVersions[nv.nodeVersionId] = nv
self.graph.ids |= {nv.nodeVersionId, }
elif obj['class'] == 'Edge':
raise NotImplementedError()
# e = Edge()
# e.sourceKey = obj['sourceKey']
# e.fromNodeId = obj['fromNodeId']
# e.toNodeId = obj['toNodeId']
# e.edgeId = obj['edgeId']
elif obj['class'] == 'EdgeVersion':
raise NotImplementedError()
else:
raise NotImplementedError()
def load(self):
if self.graph.ids:
return
os.chdir('../')
def is_number(s):
try:
float(s)
return True
except ValueError:
return False
listdir = [x for x in filter(is_number, os.listdir())]
prevDir = str(len(listdir) - 1)
os.chdir(prevDir)
for _, _, filenames in os.walk('.'):
for filename in filenames:
filename = filename.split('.')
if filename[-1] == 'json':
filename = '.'.join(filename)
with open(filename, 'r') as f:
self.to_class(json.loads(f.read()))
os.chdir('../' + str(int(prevDir) + 1))
class GroundImplementation(GroundAPI):
def __init__(self, host='localhost', port=9000):
self.host = host
self.port = str(port)
self.url = "http://" + self.host + ":" + self.port
self.gc = client.GroundClient()
def createEdge(self, sourceKey, fromNodeId, toNodeId, name="null"):
return self.gc.create_edge(sourceKey, name,fromNodeId, toNodeId)
def createEdgeVersion(self, edgeId, fromNodeVersionStartId, toNodeVersionStartId):
return self.gc.create_edge_version(edgeId, fromNodeVersionStartId, toNodeVersionStartId)
def getEdge(self, sourceKey):
return self.gc.get_edge(sourceKey)
def getEdgeLatestVersions(self, sourceKey):
return self.gc.get_edge_latest_versions(sourceKey)
def getEdgeHistory(self, sourceKey):
return self.gc.get_edge_history(sourceKey)
def getEdgeVersion(self, edgeVersionId):
return self.gc.get_edge_version(edgeVersionId)
def createNode(self, sourceKey, name="null"):
return self.gc.create_node(sourceKey, name)
def createNodeVersion(self, nodeId, tags=None, parentIds=None):
return self.gc.create_node_version(nodeId, tags=tags, parent_ids=parentIds)
def getNode(self, sourceKey):
return self.gc.get_node(sourceKey)
def getNodeLatestVersions(self, sourceKey):
return self.gc.get_node_latest_versions(sourceKey)
def getNodeHistory(self, sourceKey):
return self.gc.get_node_history(sourceKey)
def getNodeVersion(self, nodeId):
return self.gc.get_node_version(nodeId)
def getNodeVersionAdjacentLineage(self, nodeid):
return self.gc.get_node_version_adjacent_lineage(nodeid)
def createGraph(self, sourceKey, name="null"):
return self.gc.create_graph(sourceKey, name)
def createGraphVersion(self, graphId, edgeVersionIds):
return self.gc.create_graph_version(graphId, edgeVersionIds)
def getGraph(self, sourceKey):
return self.gc.get_graph(sourceKey)
def getGraphLatestVersions(self, sourceKey):
return self.get_graph_latest_versions(sourceKey)
def getGraphHistory(self, sourceKey):
return self.gc.get_graph_history(sourceKey)
def getGraphVersion(self, graphId):
return self.gc.get_graph_version(graphId)
class GroundClient(GroundAPI):
def __new__(*args, **kwargs):
if args and args[1].strip().lower() == 'git':
return GitImplementation(**kwargs)
elif args and args[1].strip().lower() == 'ground':
# EXAMPLE CALL: GroundClient('ground', host='localhost', port=9000)
return GroundImplementation(**kwargs)
else:
raise ValueError(
"Backend not supported. Please choose 'git' or 'ground'")