Fingerprint Set Similarity Calculation

Related Cubes

Calculation Parameters

  • CPUs (cpu_count) type: integer: The number of CPUs to run this cube with
    Default: 1 , Min: 1, Max: 128
  • Cube Metrics (cube_metrics) type: string: Set of metrics to be collected

    Choices: cpu, disk, memory, network
  • Temporary Disk Space (MiB) (disk_space) type: decimal: The minimum amount of disk space in MiB (1048576 B) this cube requires. Due to overhead, request a couple hundred MiB more than required.
    Default: 5120.0 , Min: 128.0, Max: 8589934592
  • GPUs (gpu_count) type: integer: The number of GPUs to run this cube with
    Default: 0 , Max: 16
  • Instance Tags (instance_tags) type: string: Only run on machines with matching tags (comma separated)
    Default: “”
  • Instance Type (instance_type) type: string: The type of instance that this cube needs to be run on
  • Max Backlog Wait (max_backlog_wait) type: integer: The max time (in seconds) that a cube will be backlogged on a group before being re-evaluated
    Default: 600 , Min: 300
  • Memory (MiB) (memory_mb) type: decimal: The minimum amount of memory in MiBs (1048576 B) this cube requires. Due to overhead, request a couple hundred MiB more than required.
    Default: 1800 , Min: 256.0, Max: 8589934592
  • Metric Period (metric_period) type: decimal: How often to sample metrics, in seconds
    Default: 60
    Choices: 1, 5, 10, 30, 60, 120, 180, 240, 300, Min: 1, Max: 300
  • Thread limit per CPU (pids_per_cpu_limit) type: integer: The number of threads per CPU
    Default: 32
  • Shared Memory (MiB) (shared_memory_mb) type: decimal: The amount of shared memory to allow a container to address
    Default: 64
  • Maximum Similarity Score Cutoff (similarity_max_cutoff) type: decimal: The cutoff score for similarity calculation.
  • Similarity Measure (similarity_measure_type) type: string: The similarity measure used to 2D similarity calculation.
    Default: Tanimoto
    Choices: Cosine, Dice, Euclid, Manhattan, Tanimoto, Tversky
  • Minimum Similarity Score Cutoff (similarity_min_cutoff) type: decimal: The cutoff score for similarity calculation.
  • Spot policy (spot_policy) type: string: Control cube placement on spot market instances
    Default: Prohibited
    Choices: Allowed, Preferred, NotPreferred, Prohibited, Required

Field parameters

  • Histogram Counts (None) type: Field Type: FloatVec: The field to store histogram counts of similarity calculation.
    Default: Histogram Counts
  • Histogram Bin Centers (None) type: Field Type: FloatVec: The field to store histogram bin centers of similarity calculation.and molecules.
    Default: Histogram Bin Centers
  • Fingerprint Field (fingerprint_field) type: Field Type: Chem.FingerPrint: Tag name for the field that stores fingerprints.
  • Fingerprint Set (fingerprint_set_field) type: Field Type: RecordVec: Fingerprint record sets
  • Histogram Bin Centers (histogram_bin_centers_field) type: Field Type: FloatVec: The field to store histogram bin centers of similarity calculation.and molecules.
    Default: Histogram Bin Centers
  • Histogram Counts (histogram_counts_field) type: Field Type: FloatVec: The field to store histogram counts of similarity calculation.
    Default: Histogram Counts
  • Similarity Score Field (score_field) type: Field Type: Float: Name for the field that stores fingerprint similarity scores.
  • UUID (uuid_field) type: Field Type: String: The field to store unique identifiers for fingerprints and molecules.

2D Similarity Parameters

The parameters of the 2D fingerprint similarity calculation.
  • Similarity Measure (None) type: string: The similarity measure used to 2D similarity calculation.
    Default: Tanimoto
    Choices: Cosine, Dice, Euclid, Manhattan, Tanimoto, Tversky
  • Minimum Similarity Score Cutoff (None) type: decimal: The cutoff score for similarity calculation.
  • Maximum Similarity Score Cutoff (None) type: decimal: The cutoff score for similarity calculation.

Hardware Parameters

Machine hardware requirements
  • Memory (MiB) (memory_mb) type: decimal: The minimum amount of memory in MiBs (1048576 B) this cube requires. Due to overhead, request a couple hundred MiB more than required.
    Default: 1800 , Min: 256.0, Max: 8589934592
  • Shared Memory (MiB) (shared_memory_mb) type: decimal: The amount of shared memory to allow a container to address
    Default: 64
  • Thread limit per CPU (pids_per_cpu_limit) type: integer: The number of threads per CPU
    Default: 32
  • Max Backlog Wait (max_backlog_wait) type: integer: The max time (in seconds) that a cube will be backlogged on a group before being re-evaluated
    Default: 600 , Min: 300
  • Temporary Disk Space (MiB) (disk_space) type: decimal: The minimum amount of disk space in MiB (1048576 B) this cube requires. Due to overhead, request a couple hundred MiB more than required.
    Default: 5120.0 , Min: 128.0, Max: 8589934592
  • GPUs (gpu_count) type: integer: The number of GPUs to run this cube with
    Default: 0 , Max: 16
  • CPUs (cpu_count) type: integer: The number of CPUs to run this cube with
    Default: 1 , Min: 1, Max: 128
  • Instance Type (instance_type) type: string: The type of instance that this cube needs to be run on
  • Spot policy (spot_policy) type: string: Control cube placement on spot market instances
    Default: Prohibited
    Choices: Allowed, Preferred, NotPreferred, Prohibited, Required
  • Instance Tags (instance_tags) type: string: Only run on machines with matching tags (comma separated)
    Default: “”

Metrics Parameters

Cube Metric Parameters
  • Metric Period (None) type: decimal: How often to sample metrics, in seconds
    Default: 60
    Choices: 1, 5, 10, 30, 60, 120, 180, 240, 300, Min: 1, Max: 300
  • Cube Metrics (None) type: string: Set of metrics to be collected

    Choices: cpu, disk, memory, network

Parallel Fingerprint Set Similarity Calculation

The parallel version adds these extra parameters.

  • Number of messages to distribute at a time (item_count) type: integer: The maximum number of messages to bundle together for a parallel cube.
    Default: 1 , Min: 1, Max: 65535
  • Maximum Failures (max_failures) type: integer: The maximum number of times to attempt processing a work item
    Default: 10 , Min: 1, Max: 100
  • Autoscale this Cube (autoscale) type: boolean: If True, let Orion manage the parallelism of this Cube
    Default: True
  • Maximum number of Cubes (max_parallel) type: integer: The maximum number of concurrently running copies of this Cube
    Default: 1000 , Min: 1
  • Minimum number of Cubes (min_parallel) type: integer: The minimum number of concurrently running copies of this Cube
    Default: 0